- {%- if project.redirect -%}
-
- {%- else -%}
-
- {%- endif -%}
-
-
- {%- if project.img -%}
-
- {% include figure.html path=project.img alt="project thumbnail" %}
-
-
- {%- else -%}
-
- {%- endif -%}
-
-
{{ project.title }}
-
{{ project.description }}
-
- {%- if project.github -%}
-
-
- {%- if project.github_stars -%}
-
-
- {%- endif -%}
-
- {%- endif -%}
-
-
-
-
-
-
-
- {% bibliography -f papers -q @*[selected=true]* %}
-
diff --git a/_includes/social.html b/_includes/social.html
deleted file mode 100644
index 38b5d3b..0000000
--- a/_includes/social.html
+++ /dev/null
@@ -1,96 +0,0 @@
- {%- if site.email -%}
-
- {% endif %}
- {%- if site.telegram_username -%}
-
- {% endif %}
- {%- if site.whatsapp_number -%}
-
- {% endif %}
- {%- if site.orcid_id -%}
-
- {% endif %}
- {%- if site.scholar_userid -%}
-
- {% endif %}
- {%- if site.semanticscholar_id -%}
-
- {% endif %}
- {%- if site.publons_id -%}
-
- {% endif %}
- {%- if site.research_gate_profile -%}
-
- {% endif %}
- {%- if site.github_username -%}
-
- {% endif %}
- {%- if site.linkedin_username -%}
-
- {% endif %}
- {%- if site.twitter_username -%}
-
- {% endif %}
- {%- if site.mastodon_username -%}
-
- {% endif %}
- {%- if site.medium_username -%}
-
- {% endif %}
- {%- if site.quora_username -%}
-
- {% endif %}
- {%- if site.blogger_url -%}
-
- {% endif %}
- {%- if site.work_url -%}
-
- {% endif %}
- {%- if site.wikidata_id -%}
-
- {% endif %}
- {%- if site.strava_userid -%}
-
- {% endif %}
- {%- if site.keybase_username -%}
-
- {% endif %}
- {%- if site.gitlab_username -%}
-
- {% endif %}
- {%- if site.dblp_url -%}
-
- {% endif %}
- {%- if site.stackoverflow_id -%}
-
- {% endif %}
- {%- if site.kaggle_id -%}
-
- {% endif %}
- {%- if site.lastfm_id -%}
-
- {% endif %}
- {%- if site.spotify_id -%}
-
- {% endif %}
- {%- if site.pinterest_id -%}
-
- {% endif %}
- {%- if site.unsplash_id -%}
-
- {% endif %}
- {%- if site.instagram_id -%}
-
- {% endif %}
- {%- if site.facebook_id -%}
-
- {% endif %}
- {%- if site.youtube_id -%}
-
- {% endif %}
- {%- if site.discord_id -%}
-
- {% endif %}
- {%- if site.rss_icon -%}
-
- {% endif %}
diff --git a/_layouts/about.html b/_layouts/about.html
deleted file mode 100644
index ab6674a..0000000
--- a/_layouts/about.html
+++ /dev/null
@@ -1,70 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
- {% if page.profile -%}
-
- {%- if page.profile.image %}
- {%- assign profile_image_path = page.profile.image | prepend: 'assets/img/' -%}
-
- {% if page.profile.image_circular %}
- {%- assign profile_image_class = "img-fluid z-depth-1 rounded-circle" -%}
- {% else %}
- {%- assign profile_image_class = "img-fluid z-depth-1 rounded" -%}
- {% endif %}
-
- {% include figure.html
- path=profile_image_path
- class=profile_image_class
- alt=page.profile.image -%}
- {% endif -%}
- {%- if page.profile.address %}
-
- {{ page.profile.address }}
-
- {%- endif %}
-
- {{ content }}
-
-
-
- {% if page.news -%}
-
- {%- include news.html %}
- {%- endif %}
-
-
- {% if page.selected_papers -%}
-
- {%- include selected_papers.html %}
- {%- endif %}
-
-
- {%- if page.social %}
-
-
- {% include social.html %}
-
-
-
- {{ site.contact_note }}
-
-
-
-
-
diff --git a/_layouts/archive-category.html b/_layouts/archive-category.html
deleted file mode 100644
index 79aad74..0000000
--- a/_layouts/archive-category.html
+++ /dev/null
@@ -1,27 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
-
-
- {% for post in page.posts %}
-
- {{ post.date | date: "%b %-d, %Y" }}
-
- {{ post.title }}
-
-
- {% endfor %}
-
-
-
-
diff --git a/_layouts/archive-tag.html b/_layouts/archive-tag.html
deleted file mode 100644
index 66abaeb..0000000
--- a/_layouts/archive-tag.html
+++ /dev/null
@@ -1,27 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
-
-
- {% for post in page.posts %}
-
- {{ post.date | date: "%b %-d, %Y" }}
-
- {{ post.title }}
-
-
- {% endfor %}
-
-
-
-
diff --git a/_layouts/archive-year.html b/_layouts/archive-year.html
deleted file mode 100644
index 8af1d29..0000000
--- a/_layouts/archive-year.html
+++ /dev/null
@@ -1,27 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
-
-
- {% for post in page.posts %}
-
- {{ post.date | date: "%b %-d, %Y" }}
-
- {{ post.title }}
-
-
- {% endfor %}
-
-
-
-
diff --git a/_layouts/bib.html b/_layouts/bib.html
deleted file mode 100644
index 718570a..0000000
--- a/_layouts/bib.html
+++ /dev/null
@@ -1,209 +0,0 @@
----
----
-
-
-
- {%- if entry.preview -%}
- {% if entry.preview contains '://' -%}
-
- {%- else -%}
-
- {%- endif -%}
- {%- elsif entry.abbr -%}
- {%- if site.data.venues[entry.abbr] -%}
- {%- assign venue_style = nil -%}
- {%- if site.data.venues[entry.abbr].color != blank -%}
- {%- assign venue_style = site.data.venues[entry.abbr].color | prepend: 'style="background-color:' | append: '"' -%}
- {%- endif -%}
-
{{entry.abbr}}
- {%- else -%}
-
{{entry.abbr}}
- {%- endif -%}
- {%- endif -%}
-
-
-
-
-
-
{{entry.title}}
-
-
- {% assign author_array_size = entry.author_array | size %}
-
- {% assign author_array_limit = author_array_size %}
- {%- if site.max_author_limit and author_array_size > site.max_author_limit %}
- {% assign author_array_limit = site.max_author_limit %}
- {% endif %}
-
- {%- for author in entry.author_array limit: author_array_limit -%}
- {%- assign author_is_self = false -%}
- {%- assign author_last_name = author.last | remove: "¶" | remove: "&" | remove: "*" | remove: "†" | remove: "^" -%}
- {%- if site.scholar.last_name contains author_last_name -%}
- {%- if site.scholar.first_name contains author.first -%}
- {%- assign author_is_self = true -%}
- {%- endif -%}
- {%- endif -%}
- {%- assign coauthor_url = nil -%}
- {%- if site.data.coauthors[author_last_name] -%}
- {%- for coauthor in site.data.coauthors[author_last_name] -%}
- {%- if coauthor.firstname contains author.first -%}
- {%- assign coauthor_url = coauthor.url -%}
- {%- break -%}
- {%- endif -%}
- {%- endfor -%}
- {%- endif -%}
-
- {%- if forloop.length > 1 -%}
- {%- if forloop.first == false -%}, {%- endif -%}
- {%- if forloop.last and author_array_limit == author_array_size -%}and {%- endif -%}
- {%- endif -%}
- {%- if author_is_self -%}
-
{{author.first}} {{author.last}}
- {%- else -%}
- {%- if coauthor_url -%}
-
{{author.first}} {{author.last}}
- {%- else -%}
- {{author.first}} {{author.last}}
- {%- endif -%}
- {%- endif -%}
- {%- endfor -%}
- {%- assign more_authors = author_array_size | minus: author_array_limit -%}
-
- {%- assign more_authors_hide = more_authors | append: " more author" -%}
- {%- if more_authors > 0 -%}
- {%- if more_authors > 1 -%}
- {%- assign more_authors_hide = more_authors_hide | append: "s" -%}
- {%- endif -%}
- {%- assign more_authors_show = '' -%}
- {%- for author in entry.author_array offset: author_array_limit -%}
- {%- assign more_authors_show = more_authors_show | append: author.first | append: " " | append: author.last -%}
- {%- unless forloop.last -%}
- {%- assign more_authors_show = more_authors_show | append: ", " -%}
- {%- endunless -%}
- {%- endfor -%}
- , and
-
{{more_authors_hide}}
- {%- endif -%}
-
-
-
-
- {% assign proceedings = "inproceedings,incollection" | split: ','%}
- {% assign thesis = "thesis,mastersthesis,phdthesis" | split: ','%}
- {% if entry.type == "article" -%}
- {%- capture entrytype -%}
{{entry.journal}} {%- endcapture -%}
- {%- elsif proceedings contains entry.type -%}
- {%- capture entrytype -%}
In {{entry.booktitle}} {%- endcapture -%}
- {%- elsif thesis contains entry.type -%}
- {%- capture entrytype -%}
{{entry.school}} {%- endcapture -%}
- {%- else -%}
- {%- capture entrytype -%}{%- endcapture -%}
- {%- endif -%}
- {%- if entry.month -%}
- {%- capture entrymonth -%}{{ " " }}{{ entry.month | capitalize }}{%- endcapture -%}
- {%- endif -%}
- {%- if entry.year -%}
- {%- capture entryyear -%}{{ " " }}{{entry.year}}{%- endcapture -%}
- {%- endif -%}
- {% assign entrytype_text = entrytype | strip_html | strip %}
- {%- capture periodical -%}{{ entrytype }}{%- if entrytype_text != "" and entryyear != "" -%}, {%- endif -%}{{ entrymonth }}{{ entryyear }}{%- endcapture -%}
-
- {{ periodical | strip }}
-
-
- {{ entry.note | strip }}
-
-
-
-
- {%- if entry.abstract %}
-
Abs
- {%- endif %}
- {%- if entry.arxiv %}
-
arXiv
- {%- endif %}
- {%- if entry.bibtex_show %}
-
Bib
- {%- endif %}
- {%- if entry.html %}
-
HTML
- {%- endif %}
- {%- if entry.pdf %}
- {% if entry.pdf contains '://' -%}
-
PDF
- {%- else -%}
-
PDF
- {%- endif %}
- {%- endif %}
- {%- if entry.supp %}
- {% if entry.supp contains '://' -%}
-
Supp
- {%- else -%}
-
Supp
- {%- endif %}
- {%- endif %}
- {%- if entry.blog %}
-
Blog
- {%- endif %}
- {%- if entry.code %}
-
Code
- {%- endif %}
- {%- if entry.poster %}
- {% if entry.poster contains '://' -%}
-
Poster
- {%- else -%}
-
Poster
- {%- endif %}
- {%- endif %}
- {%- if entry.slides %}
- {% if entry.slides contains '://' -%}
-
Slides
- {%- else -%}
-
Slides
- {%- endif %}
- {%- endif %}
- {%- if entry.website %}
-
Website
- {%- endif %}
-
- {% if site.badges %}
-
- {%- if site.badges.altmetric_badge or entry.altmetric %}
-
- {%- endif %}
-
- {% if entry.abstract -%}
-
-
- {%- endif -%}
-
- {% if entry.bibtex_show -%}
-
-
- {% highlight bibtex %}{{ entry.bibtex | hideCustomBibtex }}{% endhighlight %}
-
- {%- endif %}
-
-
diff --git a/_layouts/cv.html b/_layouts/cv.html
deleted file mode 100644
index bb3d85a..0000000
--- a/_layouts/cv.html
+++ /dev/null
@@ -1,35 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
-
- {% for entry in site.data.cv %}
-
-
{{ entry.title }}
-
- {% if entry.type == "list" %}
- {% include cv/list.html %}
- {% elsif entry.type == "map" %}
- {% include cv/map.html %}
- {% elsif entry.type == "nested_list" %}
- {% include cv/nested_list.html %}
- {% elsif entry.type == "time_table" %}
- {% include cv/time_table.html %}
- {% else %}
- {{ entry.contents }}
- {% endif %}
-
-
- {% endfor %}
-
-
-
diff --git a/_layouts/default.html b/_layouts/default.html
deleted file mode 100644
index 6fdc4f7..0000000
--- a/_layouts/default.html
+++ /dev/null
@@ -1,36 +0,0 @@
-
-
-
-
-
- {%- if page.redirect -%}
-
- {%- endif -%}
- {% include head.html %}
-
-
-
-
-
-
- {%- include header.html %}
-
-
-
- {{ content }}
-
-
-
- {%- include footer.html %}
-
-
- {% include scripts/jquery.html %}
- {% include scripts/bootstrap.html %}
- {% include scripts/masonry.html %}
- {% include scripts/misc.html %}
- {% include scripts/badges.html %}
- {% include scripts/mathjax.html %}
- {% include scripts/analytics.html %}
- {% include scripts/progressBar.html %}
-
-
diff --git a/_layouts/distill.html b/_layouts/distill.html
deleted file mode 100644
index bc323ce..0000000
--- a/_layouts/distill.html
+++ /dev/null
@@ -1,117 +0,0 @@
-
-
-
-
- {%- include head.html %}
-
- {% include scripts/jquery.html %}
- {% include scripts/mathjax.html %}
-
-
-
-
- {% if page._styles %}
-
-
- {%- endif %}
-
-
-
-
-
-
-
-
-
- {%- include header.html %}
-
-
-
-
-
- {{ page.title }}
- {{ page.description }}
-
-
-
-
-
- {% if page.toc -%}
-
-
- Contents
- {% for section in page.toc -%}
-
- {% if section.subsections -%}
-
- {%- endif -%}
- {%- endfor %}
-
-
- {%- endif %}
-
- {{ content }}
-
-
-
-
-
-
-
- {%- if site.disqus_shortname and page.disqus_comments -%}
- {% include disqus.html %}
- {%- endif %}
- {%- if site.giscus.repo and page.giscus_comments -%}
- {% include giscus.html %}
- {%- endif -%}
-
-
-
-
- {%- include footer.html %}
-
- {% include scripts/bootstrap.html %}
- {% include scripts/analytics.html %}
- {% include scripts/progressBar.html %}
-
-
diff --git a/_layouts/none.html b/_layouts/none.html
deleted file mode 100644
index b92f652..0000000
--- a/_layouts/none.html
+++ /dev/null
@@ -1 +0,0 @@
-{{content}}
diff --git a/_layouts/page.html b/_layouts/page.html
deleted file mode 100644
index 9e34f40..0000000
--- a/_layouts/page.html
+++ /dev/null
@@ -1,16 +0,0 @@
----
-layout: default
----
-
-
-
-
-
-
- {{ content }}
-
-
-
diff --git a/_layouts/post.html b/_layouts/post.html
deleted file mode 100644
index ad513ff..0000000
--- a/_layouts/post.html
+++ /dev/null
@@ -1,53 +0,0 @@
----
-layout: default
----
-
-{%- assign year = page.date | date: "%Y" -%}
-{%- assign tags = page.tags | join: "" -%}
-{%- assign categories = page.categories | join: "" -%}
-
-{% if page._styles %}
-
-
-{% endif %}
-
-
-
-
-
-
- {{ content }}
-
-
- {%- if site.disqus_shortname and page.disqus_comments -%}
- {% include disqus.html %}
- {%- endif %}
- {%- if site.giscus.repo and page.giscus_comments -%}
- {% include giscus.html %}
- {%- endif -%}
-
-
diff --git a/_news/announcement_accv2024.md b/_news/announcement_accv2024.md
deleted file mode 100644
index 811296a..0000000
--- a/_news/announcement_accv2024.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at ACCV2024 (B-ranked)
-date: 2024-09-20 00:00:00
-description: One paper has been accepted for presentation at ACCV2024
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network
-*Doanh C. Bui and Jin Tae Kwak*
-
-**Abstract:** Whole slide image (WSI) classification is a crucial problem for cancer diagnostics in clinics and hospitals. A WSI, acquired at gigapixel size, is commonly tiled into patches and processed by multiple-instance learning (MIL) models. Previous MIL-based models designed for this problem have only been evaluated on individual tasks for specific organs, and the ability to handle multiple tasks within a single model has not been investigated. In this study, we propose MECFormer, a generative Transformer-based model designed to handle multiple tasks within one model. To leverage the power of learning multiple tasks simultaneously and to enhance the model's effectiveness in focusing on each individual task, we introduce an Expert Consultation Network, a projection layer placed at the beginning of the Transformer-based model. Additionally, to enable flexible classification, autoregressive decoding is incorporated by a language decoder for WSI classification. Through extensive experiments on five datasets involving four different organs, one cancer classification task, and four cancer subtyping tasks, MECFormer demonstrates superior performance compared to individual state-of-the-art multiple-instance learning models.
-
-
-
-This work was conducted under the supervision of Prof. Jin Tae Kwak during my master's degree.
diff --git a/_news/announcement_cmpb.md b/_news/announcement_cmpb.md
deleted file mode 100644
index 11efbfc..0000000
--- a/_news/announcement_cmpb.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-layout: post
-title: One paper has been accepted by Computer Methods and Programs in Biomedicine (SCIE Q1, IF = 6.1)
-date: 2024-03-02 00:00:00
-description: Congratulations! Our paper "DAX-Net - a dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images" has been accepted in Computer Methods and Programs in Biomedicine (IF = 6.1)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We are pleased to announce that our paper titled "DAX-Net: A Dual-Branch Dual-Task Adaptive Cross-Weight Feature Fusion Network for Robust Multi-Class Cancer Classification in Pathology Images" has been accepted by Computer Methods and Programs in Biomedicine **(IF = 6.1)**.
-
-
-
-This is the study I conducted during my pursuit of a master's degree under the supervision of Prof. Jin Tae Kwak.
-
-The code, manuscript, and datasets will be released soon!
diff --git a/_news/announcement_hyundai.md b/_news/announcement_hyundai.md
deleted file mode 100644
index 6402961..0000000
--- a/_news/announcement_hyundai.md
+++ /dev/null
@@ -1,21 +0,0 @@
----
-layout: post
-title: I am accepted as the final recipient of the Hyundai Global Fellowship program!
-date: 2022-01-27 16:40:00
-description: Hyundai Motor Chung Mong-koo Scholarship
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-I am pleased to announce that I am selected as the final recipient of the Hyundai Global Fellowship program.
-
-This scholarship has a big coverage.
-- Full tuition fee (including entrance fee)
-- Learning support fee (1,000,000won per month)
-- Settlement allowance (only 1 time when I enter the school)
-- Graduation celebration incentive (only 1 time when graduate).
-
-In the 2023 Spring semester, I will pursue a Master’s degree in Computer Engineering at Korea University, Korea, with full support from this scholarship!
-
-Thank you for reading.
\ No newline at end of file
diff --git a/_news/announcement_leopard.md b/_news/announcement_leopard.md
deleted file mode 100644
index 40568e5..0000000
--- a/_news/announcement_leopard.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-layout: post
-title: Placed 6th at MICCAI2024-LEOPARD challenge
-date: 2024-10-07 00:00:00
-description: Placed 6th at MICCAI2024-LEOPARD challenge
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We placed 6th in the MICCAI 2024 LEOPARD challenge, which aims to predict biochemical recurrence in patients from prostate whole slide images.
-
-
diff --git a/_news/announcement_miccai2024.md b/_news/announcement_miccai2024.md
deleted file mode 100644
index a80b7c3..0000000
--- a/_news/announcement_miccai2024.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at MICCAI2024 (A-ranked)
-date: 2024-06-17 00:00:00
-description: One paper has been accepted for presentation at MICCAI-2024 (A-ranked)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification
-*Doanh C. Bui, Trinh T. L. Vuong, Jin Tae Kwak*
-
-**Abstract:** Slide-level classification for whole-slide images (WSIs) has been widely recognized as a crucial problem in digital and computational pathology. Current approaches commonly consider WSIs as a bag of cropped patches and process them via multiple instance learning due to the large number of patches, which cannot fully explore the relationship among patches; in other words, the global information cannot be fully incorporated into decision making. Herein, we propose an efficient and effective slide-level classification model, named as FALFormer, that can process a WSI as a whole so as to fully exploit the relationship among the entire patches and to improve the classification performance. FALFormer is built based upon Transformers and self-attention mechanism. To lessen the computational burden of the original self-attention mechanism and to process the entire patches together in a WSI, FALFormer employs Nystrom self-attention which approximates the computation by using a smaller number of tokens or landmarks. For effective learning, FALFormer introduces feature-aware landmarks to enhance the representation power of the landmarks and the quality of the approximation. We systematically evaluate the performance of FALFormer using two public datasets, including CAMELYON16 and TCGA-BRCA. The experimental results demonstrate that FALFormer achieves superior performance on both datasets, outperforming the state-of-the-art methods for the slide-level classification. This suggests that FALFormer can facilitate an accurate and precise analysis of WSIs, potentially leading to improved diagnosis and prognosis on WSIs.
-
-
-
-This work was conducted under the supervision of Prof. Jin Tae Kwak during my master's degree.
-Paper and code will be released soon!
diff --git a/_news/announcement_mva.md b/_news/announcement_mva.md
deleted file mode 100644
index f883e89..0000000
--- a/_news/announcement_mva.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-layout: post
-title: One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4)
-date: 2024-08-06 00:00:00
-description: One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning
-*Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen*
-
-**Abstract**: Image captioning is an exciting yet challenging problem in both computer vision and natural language processing research. In recent years, this problem has been addressed by Transformer-based models optimized with Cross-Entropy loss and boosted performance via Self-Critical Sequence Training. Two types of representations are embedded into captioning models: grid features and region features, and there have been attempts to include 2D geometry information in the self-attention computation. However, the 3D order of object appearances is not considered, leading to confusion for the model in cases of complex scenes with overlapped objects. In addition, recent studies using only feature maps from the last layer or block of a pretrained CNN-based model may lack spatial information. In this paper, we present the Transformer-based captioning model dubbed TMDNet. Our model includes one module to aggregate multi-level grid features (MGFA) to enrich the representation ability using prior knowledge, and another module to effectively embed the image's depth-grid aggregation (DGA) into the model space for better performance. The proposed model demonstrates its effectiveness via evaluation on the MS-COCO "Karpathy" test split across five standard metrics.
-
-
-
-This work was conducted under the supervision of Prof. Tam V. Nguyen (University of Dayton) and Prof. Khang Nguyen (University of Information Technology, VNU-HCM).
diff --git a/_news/announcement_prl.md b/_news/announcement_prl.md
deleted file mode 100644
index 891b643..0000000
--- a/_news/announcement_prl.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-layout: post
-title: One paper has been accepted by Pattern Recognition Letters (SCIE Q1, IF = 5.1)
-date: 2023-09-26 00:00:00
-description: Congratulations! Improving Human-object Interaction with Auxiliary Semantic Information and Enhanced Instance Representation has been accepted by Pattern Recognition Letters (SCIE Q1, IF = 5.1)
-
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-Our study **"Improving Human-object Interaction with Auxiliary Semantic Information and Enhanced Instance Representation"** has been accepted to be published by "**Pattern Recognition Letters" (SCI, Q1, IF = 5.1).**
-I want to give special thanks to Thinh V. Le and Huyen Nguyen for their efforts in this work. This study is also the result of undergraduate thesis of Thinh & Huyen. This study is also on collaboration with UIT-Together Research Group.
-In this work, we propose three key modules: Enhanced Interaction Pointers (EIP), Semantic-guided (SG) and Multi-level cross-attention (MCA) based on the HOTR model to improve itself for human-object interaction (HOI) problem.
-
-Authorship contribution statement:
-- Khang Nguyen: Project administration, Supervision, Idea confirmation.
-- Thinh V. Le: Implementation (Idea implementation, feature extraction, training & evaluation on two benchmarks: V-COCO and HICO-DET), Writing – review & editing
-- Huyen Nguyen: Writing (specially focus on linguistic aspects) – review & editing
-- **Doanh C. Bui**: Conceptualization (EIP, SG, MCA), Implementation (only support Thinh V. Le), Writing – review & editing
-
-
-
-We will publish our source code and checkpoints for this study soon!
-
-**P/s**: I really appreciate the efforts of two undergraduate students: Thinh V. Le and Huyen Nguyen, who were working with me when we were all undergraduate students, to complete this study, specially Thinh. Thinh is a hard-working student. His self-study ability, knowledge, and coding are very good. Most of works of implementation in this study are done by him. I hope that in the future, I will have chance to continue to do research with Thinh. And I wish he will continue to develop himself, leverage all chances coming to him, to become an excellent student in the future! Huyen Nguyen also showed her effort and performed co-working ability pretty well, I also believe that she will achieve further achievements in the future.
-
-**P/s 2**: We all know that papers are just the results of researching period, and they are not that all, they are just some milestones. We should continue to try our best in the academic career, to bring not only theorical but also practical research to the community. There is a long road to go for achieving this.
-
-Thank you for reading!
diff --git a/_news/announcement_tcsvt.md b/_news/announcement_tcsvt.md
deleted file mode 100644
index fb43da2..0000000
--- a/_news/announcement_tcsvt.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-layout: post
-title: One paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4)
-date: 2024-03-06 00:00:00
-description: Congratulations! Our paper "Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos" has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We are pleased to announce that our paper titled "Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos" has been accepted by IEEE Transactions on Circuits and Systems for Video Technology **(IF = 8.4)**.
-
-Authors: Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen. This paper is the result of a joint project between myself and Dr. Tung Minh Tran (University of Information Technology, VNU-HCM), Prof. Tam V. Nguyen (University of Dayton), and Prof. Khang Nguyen (University of Information Technology, VNU-HCM).
-
-In this paper, we present a Transformer-based method for unsupervised anomaly detection in the context of traffic at roundabouts. The full manuscript and code will be released soon!
-
-
diff --git a/_news/announcement_thompson b/_news/announcement_thompson
deleted file mode 100644
index 845a39e..0000000
--- a/_news/announcement_thompson
+++ /dev/null
@@ -1,11 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering)
-date: 2024-02-05 00:00:00
-description: Congratulations! Our paper "QuIIL at T3 challenge - Towards Automation in Life-Saving Intervention Procedures from First-Person View" has been accepted by MICCAI2023-Thompson workshop.
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-
diff --git a/_news/announcement_tmi.md b/_news/announcement_tmi.md
deleted file mode 100644
index 1970a30..0000000
--- a/_news/announcement_tmi.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-layout: post
-title: One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9)
-date: 2024-07-25 00:00:00
-description: One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification
-*Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak*
-
-
-
-This work was conducted under the supervision of Prof. Jin Tae Kwak during my master's degree.
diff --git a/_news/announcement_uitopenviic.md b/_news/announcement_uitopenviic.md
deleted file mode 100644
index 56c953e..0000000
--- a/_news/announcement_uitopenviic.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-layout: post
-title: UIT-OpenViIC - An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese (Under review)
-date: 2023-07-04 13:50:00
-description: (Under review) UIT-OpenViIC - An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-Our collaborative project titled "UIT-OpenViIC: An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese" is currently under review for the first round. The paper involves the joint efforts of BSc. Nghia Hieu Nguyen.
-
-
\ No newline at end of file
diff --git a/_news/announcement_upar.md b/_news/announcement_upar.md
deleted file mode 100644
index f60a3b1..0000000
--- a/_news/announcement_upar.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at WACVW (1st Place in Track 1 - UPAR challenge 2024)
-date: 2023-11-23 00:00:00
-description: Congratulations! 1st Place in Track 1 - UPAR challenge 2024 at WACV2024-RWS Workshop
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We are thrilled to announce our outstanding achievement, securing the 1st position in Track 1 of the UPAR Challenge at the WACV2024-RWS Workshop. Our accomplishment is attributed to the development of an advanced AI-based solution addressing the crucial task of pedestrian attribute recognition, with significant implications for applications such as tracking and retrieval.
-
-Meet our dedicated team:
-
-1. Doanh C. Bui (Leader): Master's student at the School of Electrical Engineering, Korea University
-2. Thinh V. Le: Undergraduate researcher at the University of Information Technology, VNU-HCM
-3. Hung Ba Ngo: Postdoctoral researcher at the Graduate School of Data Science, Chonnam National University
-
-
-
-Furthermore, we are honored to share that our paper presenting this groundbreaking solution, titled "C2T-Net: Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition," has been accepted, and we will be delivering an oral presentation at the WACV2024-RWS Workshop. This recognition underscores the innovation and impact of our work in advancing the field of pedestrian attribute recognition.
-
-Please check our published source code [here](https://github.com/caodoanh2001/upar_challenge).
diff --git a/_pages/about.md b/_pages/about.md
deleted file mode 100644
index 7d9ee3d..0000000
--- a/_pages/about.md
+++ /dev/null
@@ -1,24 +0,0 @@
----
-layout: about
-title: about
-permalink: /
-subtitle:
University of Information Technology . Ho Chi Minh city, Vietnam.
-subtitle:
School of Electrical and Engineering, Korea University . Seoul, Republic of Korea.
-
-profile:
- align: right
- image: doanh.png
- image_circular: false # crops the image to make it circular
- address: >
-
Seoul, Republic of Korea
-
-news: true # includes a list of news items
-selected_papers: true # includes a list of papers marked as "selected={true}"
-social: true # includes social icons at the bottom of the page
----
-
-My name is Doanh C. Bui, and I am currently pursuing a master's degree in Electrical Engineering at Korea University, where I am in my final semester under the supervision of Prof. Jin Tae Kwak at the [QuIIL Laboratory](http://www.kwaklab.net/). Prior to this, I obtained a Bachelor’s degree in Computer Science from the University of Information Technology (UIT), VNU-HCM in 2022, where I was supervised by Dr. Khang Nguyen at the [UIT-Together Laboratory](https://uit-together.github.io/). From November 2022 to February 2023, I also served as a teaching assistant at the Faculty of Software Engineering at UIT, where I was responsible for lecturing practice credits for the Introduction to Programming course during the Fall semester of 2022.
-
-Throughout my academic journey, I have focused on various aspects of Computer Vision, specifically in areas such as Object Detection, Document Image Understanding, Image Captioning, and Human-Object Interaction. Presently, my research revolves around leveraging image processing techniques for histopathology images.
-
-
diff --git a/_pages/cv.md b/_pages/cv.md
deleted file mode 100644
index 1b9abfa..0000000
--- a/_pages/cv.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-layout: cv
-permalink: /cv/
-title: cv
-nav: true
-nav_order: 4
-cv_pdf: DoanhBC_CV-2024.pdf
----
diff --git a/_pages/dropdown.md b/_pages/dropdown.md
deleted file mode 100644
index a4d670c..0000000
--- a/_pages/dropdown.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-layout: page
-title: submenus
-nav: false
-nav_order: 6
-dropdown: true
-children:
- - title: publications
- permalink: /publications/
- - title: divider
- - title: projects
- permalink: /projects/
----
\ No newline at end of file
diff --git a/_pages/dropdown/index.html b/_pages/dropdown/index.html
new file mode 100644
index 0000000..9bb636c
--- /dev/null
+++ b/_pages/dropdown/index.html
@@ -0,0 +1 @@
+
submenus | Doanh C. Bui
\ No newline at end of file
diff --git a/_pages/projects.md b/_pages/projects.md
deleted file mode 100644
index d31459b..0000000
--- a/_pages/projects.md
+++ /dev/null
@@ -1,58 +0,0 @@
----
-layout: page
-title: projects
-permalink: /projects/
-description: A growing collection of your cool projects.
-nav: false
-nav_order: 2
-display_categories: [work, fun]
-horizontal: false
----
-
-
-
-{%- if site.enable_project_categories and page.display_categories %}
-
- {%- for category in page.display_categories %}
-
{{ category }}
- {%- assign categorized_projects = site.projects | where: "category", category -%}
- {%- assign sorted_projects = categorized_projects | sort: "importance" %}
-
- {% if page.horizontal -%}
-
-
- {%- for project in sorted_projects -%}
- {% include projects_horizontal.html %}
- {%- endfor %}
-
-
- {%- else -%}
-
- {%- for project in sorted_projects -%}
- {% include projects.html %}
- {%- endfor %}
-
- {%- endif -%}
- {% endfor %}
-
-{%- else -%}
-
- {%- assign sorted_projects = site.projects | sort: "importance" -%}
-
- {% if page.horizontal -%}
-
-
- {%- for project in sorted_projects -%}
- {% include projects_horizontal.html %}
- {%- endfor %}
-
-
- {%- else -%}
-
- {%- for project in sorted_projects -%}
- {% include projects.html %}
- {%- endfor %}
-
- {%- endif -%}
-{%- endif -%}
-
diff --git a/_pages/publications.md b/_pages/publications.md
deleted file mode 100644
index dfd4ba2..0000000
--- a/_pages/publications.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-layout: page
-permalink: /publications/
-title: publications
-description: https://scholar.google.com/citations?user=WHviN4AAAAAJ&hl=vi&oi=ao
-years: [2024, 2023, 2022, 2021]
-nav: true
-nav_order: 1
----
-
-
-
-{%- for y in page.years %}
-
{{y}}
- {% bibliography -f papers -q @*[year={{y}}]* %}
-{% endfor %}
-
-
diff --git a/_pages/repositories.md b/_pages/repositories.md
deleted file mode 100644
index c7d95b8..0000000
--- a/_pages/repositories.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-layout: page
-permalink: /repositories/
-title: repositories
-description: Edit the `_data/repositories.yml` and change the `github_users` and `github_repos` lists to include your own GitHub profile and repositories.
-nav: false
-nav_order: 3
----
-
-## GitHub users
-
-{% if site.data.repositories.github_users %}
-
- {% for user in site.data.repositories.github_users %}
- {% include repository/repo_user.html username=user %}
- {% endfor %}
-
-{% endif %}
-
----
-
-## GitHub Repositories
-
-{% if site.data.repositories.github_repos %}
-
- {% for repo in site.data.repositories.github_repos %}
- {% include repository/repo.html repository=repo %}
- {% endfor %}
-
-{% endif %}
diff --git a/_pages/teaching.md b/_pages/teaching.md
deleted file mode 100644
index f120901..0000000
--- a/_pages/teaching.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-layout: page
-permalink: /teaching/
-title: teaching
-description: Materials for courses you taught. Replace this text with your description.
-nav: false
-nav_order: 5
----
-
-For now, this page is assumed to be a static description of your courses. You can convert it to a collection similar to `_projects/` so that you can have a dedicated page for each course.
-
-Organize your courses by years, topics, or universities, however you like!
\ No newline at end of file
diff --git a/_plugins/external-posts.rb b/_plugins/external-posts.rb
deleted file mode 100644
index e4fd5eb..0000000
--- a/_plugins/external-posts.rb
+++ /dev/null
@@ -1,36 +0,0 @@
-require 'feedjira'
-require 'httparty'
-require 'jekyll'
-
-module ExternalPosts
- class ExternalPostsGenerator < Jekyll::Generator
- safe true
- priority :high
-
- def generate(site)
- if site.config['external_sources'] != nil
- site.config['external_sources'].each do |src|
- p "Fetching external posts from #{src['name']}:"
- xml = HTTParty.get(src['rss_url']).body
- feed = Feedjira.parse(xml)
- feed.entries.each do |e|
- p "...fetching #{e.url}"
- slug = e.title.downcase.strip.gsub(' ', '-').gsub(/[^\w-]/, '')
- path = site.in_source_dir("_posts/#{slug}.md")
- doc = Jekyll::Document.new(
- path, { :site => site, :collection => site.collections['posts'] }
- )
- doc.data['external_source'] = src['name'];
- doc.data['feed_content'] = e.content;
- doc.data['title'] = "#{e.title}";
- doc.data['description'] = e.summary;
- doc.data['date'] = e.published;
- doc.data['redirect'] = e.url;
- site.collections['posts'].docs << doc
- end
- end
- end
- end
- end
-
-end
diff --git a/_plugins/hideCustomBibtex.rb b/_plugins/hideCustomBibtex.rb
deleted file mode 100644
index 4a852fd..0000000
--- a/_plugins/hideCustomBibtex.rb
+++ /dev/null
@@ -1,15 +0,0 @@
- module Jekyll
- module HideCustomBibtex
- def hideCustomBibtex(input)
- keywords = @context.registers[:site].config['filtered_bibtex_keywords']
-
- keywords.each do |keyword|
- input = input.gsub(/^.*#{keyword}.*$\n/, '')
- end
-
- return input
- end
- end
-end
-
-Liquid::Template.register_filter(Jekyll::HideCustomBibtex)
diff --git a/_posts/2023-07-08-faster-rcnn.md b/_posts/2023-07-08-faster-rcnn.md
deleted file mode 100644
index 672f13f..0000000
--- a/_posts/2023-07-08-faster-rcnn.md
+++ /dev/null
@@ -1,645 +0,0 @@
----
-layout: post
-title: Faster R-CNN - Phương pháp phát hiện đối tượng 02 giai đoạn và lịch sử
-date: 2023-07-08 13:50:00
-description: Faster R-CNN - Phương pháp phát hiện đối tượng 02 giai đoạn và lịch sử
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## Lời dẫn
-
-Phát hiện đối tượng là một trong các bài toán cơ sở của lĩnh vực Thị giác máy tính, và hiện vẫn được nghiên cứu rất sôi nổi. Mỗi năm, tại các hội nghị lớn như CVPR, ICCV, ECCV, ICLR đều xuất hiện các công bố liên quan đến bài toán này. Nhận thấy phát hiện đối tượng là bài toán quan trọng và là nền tảng giúp phát triển các bài toán khác trong thực tế, nhóm sinh viên lựa chọn và thực hiện tìm hiểu về bài toán này.
-
-## Các nghiên cứu trước khi có Faster R-CNN
-
-Hiện nay, các phương pháp phát hiện đối tượng được phân thành 02 loại: 02 giai đoạn và 01 giai đoạn. Đối với 01 giai đoạn sẽ được chia thành 02 nhánh phương pháp khác: anchor-free và anchor-based. Tuy nhiên, trong nội dung tiểu luận này, nhóm sinh viên chỉ tìm hiểu về phương pháp Faster R-CNN, và phương pháp này thuộc nhóm phương pháp 02 giai đoạn. Trước khi Faster R-CNN ra đời, đã có sự xuất hiện của 02 phương pháp: R-CNN và Fast R-CNN, trong đó Fast R-CNN là một cải tiến vô cùng hiệu quả của R-CNN, và Faster R-CNN là một bước phát triển lớn từ Fast R-CNN. Để trình bày Faster R-CNN, nhóm sinh viên sẽ nói lại sơ qua về phương pháp R-CNN và Fast R-CNN.
-
-### R-CNN
-
-Vào thời điểm trước khi nhóm phương pháp R-CNN ra đời, các phương pháp phát hiện đối tượng thường dựa vào đặc điểm của ảnh như màu sắc, và các thuật toán sử dụng mang hơi hướng phân cụm. R-CNN ra đời đánh dấu kỷ nguyên sử dụng kỹ thuật học sâu cho bài toán phát hiện đối tượng.
-
-
-Hình 1. Minh họa phương pháp R-CNN [1].
-
-Phương pháp này có thể được mô tả đơn giản như sau: đầu tiên thuật toán **selective search** sẽ chọn ra khoảng $N$ vùng trên ảnh có khả năng cao chứa đối tượng. Thuật toán này chủ yếu dựa vào các đặc điểm bức ảnh như màu sắc. Trong bài báo gốc, các tác giả sử dụng $$N = 2000$$, tức sẽ có $$2000$$ vùng được đề xuất trên ảnh. Từ 2000 vùng này, ta sẽ tiến hành cắt ra từ ảnh gốc, và một mạng CNN sẽ được sử dụng để trích xuất đặc trưng của 2000 vùng ảnh này. Sau đó, từ lớp đặc trưng cuối cùng sẽ đi qua 1 lớp FC để tính toán một bộ offset $$(\delta x, \delta y, \delta w, \delta h)$$, trong đó $$(\delta x, \delta y)$$ là offset tọa độ tâm của đối tượng, $$(\delta w, \delta h)$$ là offset chiều rộng và chiều cao của đối tượng. Như vậy, mạng sẽ học cách bo sát đối tượng và phân lớp đối tượng từ N vùng truyền vào ban đầu. Đối tượng sẽ được phân lớp bằng thuật toán SVM (Support Vector Machine).
-
-> Q: offset là gì?
-
-> A: offset gọi là phần bù. Tức là ban đầu selective search chọn ra 2000 vùng. 2000 vùng này đều có tọa độ (x, y, w, h). Tuy nhiên nó chưa bo sát đối tượng, ta cần một nhánh FC học cách bo sát, nhưng ta không học ra tọa độ chính xác, mà từ tọa độ ở selective search ta căn chỉnh lại, đó gọi là offset.
-
-Vậy ở đây chúng ta thấy điều gì? R-CNN phải thực hiện trích xuất đặc trưng cho $$2000$$ vùng ảnh, như thế rất tốn thời gian. Cuộc sống luôn phải vận động và phát triển, do đó Fast R-CNN ra đời để khắc phục điểm yếu chí mạng này của R-CNN.
-
-### Fast R-CNN
-
-Về cơ bản, Fast R-CNN vẫn giữ ý tưởng 02 giai đoạn của R-CNN. Selective Search vẫn được sử dụng để tìm 2000 vùng có khả năng chứa đối tượng, tuy nhiên điểm khác biệt ở đây là Fast R-CNN **trích xuất đặc trưng ảnh trước**, sau đó mới sử dụng selective search để tìm ra 2000 vùng đặc trưng. Do đó, ta chỉ cần đưa 2000 vùng đặc trưng này để tiếp tục xử lý mà không cần rút trích lại. Điều này là một bước ngoặt, vì nó đã tăng tốc độ xử lý lên rất nhiều ($$\times 18.3$$) cho huấn luyện và $$\times 146$$ cho suy luận) nhưng vẫn giữ được độ chính xác.
-
-
-Hình 2. Minh họa mô hình Fast R-CNN [2].
-
-Một điều cải tiến khác, Fast R-CNN không dùng SVM để phân lớp đối tượng nữa, mà tác giả gắn vào mạng một đầu FC để phân lớp. Tức là bây giờ chúng ta có 02 lớp FC, 1 lớp FC để phân lớp đối tượng, 1 lớp FC còn lại để tính toán bộ offset để căn chỉnh tọa độ đối tượng lại cho chính xác (giống như bên R-CNN).
-
-Cùng xem lại bảng kết quả so sánh giữa R-CNN và Fast R-CNN. Có thể thấy
-
-
-
-Hình 3. Kết quả so sánh giữa Fast R-CNN và R-CNN [2].
-
-Hình 3 là hình chụp kết quả từ bài báo gốc của Fast R-CNN. Có thể thấy rằng Fast R-CNN có kết quả tương đương với R-CNN, nhưng tốc độ vượt trội hơn rất nhiều. Tuy nhiên ý tưởng sử dụng 1 lớp FC để phân lớp chỉ vượt trội ở việc phát hiện các đối tượng lớn (L), các loại đối tượng nhỏ (S), trung bình (M) có hiệu quả phát hiện tương đương như R-CNN. Tuy nhiên với tốc độ vượt trội thế này thì không có lý do gì phải dùng R-CNN nữa.
-
-Tuy nhiên, Fast R-CNN vẫn có điểm yếu chí mạng của nó. Đó là việc lựa chọn vùng đề xuất vẫn dựa vào thuật toán Selective Search. *Liệu có cách nào cải tiến chính xác hơn ở điểm này hay không? Một cách tiếp cận khác mà nó tự học để đề xuất luôn.*
-
-Trên đây nhóm sinh viên cung cấp một cái nhìn tương đối đầy đủ về hoàn cảnh ra đời của Faster R-CNN. Phần dưới đây nhóm sinh viên sẽ trình bày kỹ hơn về Faster R-CNN.
-
-## Faster R-CNN
-
-Khắc phục điểm yếu chí mạng của Fast R-CNN, Faster R-CNN ra đời với hai điểm nổi bật duy nhất:
-- Mạng đề xuất khu vực (Regional Proposal Network), gọi tắt là RPN. Mạng này được huấn luyện để phát hiện các vùng trên ảnh khả năng cao chứa đối tượng. Nói một cách đơn giản, RPN sẽ thay thế Selective Search.
-- Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN.
-
-Đơn giản dễ hiểu, Faster R-CNN là sự kết hợp của RPN và mạng Fast R-CNN đã trình bày ở phía trên. Sau đó các tác giả đã thử các cơ chế chia sẻ trọng số khác nhau để kết hợp hoàn hảo hai thứ này. Dưới đây chúng ta sẽ tìm hiểu kỹ về mạng đề xuất khu vực. Đáng chú ý, Faster R-CNN được công bố tại hội nghị NeurlPS, là một hội nghị có những công bố mang tính bước ngoặt. Vì lẽ đó, Faster R-CNN được coi là một bước ngoặt. Faster R-CNN không còn là một phương pháp, Faster R-CNN đã là một hệ tư tưởng khi nhắc về nhóm phương pháp 02 giai đoạn. Dưới đây nhóm sinh viên sẽ trình bày kỹ về mạng đề xuất khu vực, và cơ chế chia sẻ trọng số - những thứ làm nên thành công của Faster R-CNN.
-
-### Mạng đề xuất khu vực (Regional Proposal Network)
-
-Như đã nói, mạng đề xuất khu vực sẽ được dùng để đề xuất các vùng khả năng cao chứa đối tượng thay cho thuật toán Selective Search. Gọi nó là "mạng" vì nó có "học". Thế làm sao để chúng ta huấn luyện được mạng này?
-
-
-
-Hình 4. Minh họa cách chọn mẫu của Faster R-CNN [3].
-
-Để huấn luyện được mạng RPN, chúng ta cần tạo dữ liệu cho nó học, cơ chế này được gọi là chọn mẫu (sampling). Để giải thích về cơ chế này, dễ nhất các bạn đọc quan sát Hình 4. Từ đặc trưng của ảnh (conv feature map), sẽ có một cửa sổ trượt có kích thước $$N \times N$$ (sliding window) trượt qua một cách lần lượt. Tại mỗi lần trượt, nó sẽ tạo ra $$k$$ anchor box.
-
-> Q: khoan khoan, dừng lại khoảng chừng là 2 giây. Anchor box là gì vậy?
-> A: anchor box là một khái niệm chỉ các "hộp neo" được định nghĩa trước, làm tiền đề cho các bước phía sau. Tại sao gọi là "hộp neo", vì nó sẽ tạm thời neo đậu, dựa vào các hộp neo đậu này mà bằng một cách nào đó chúng ta sẽ sử dụng nó để xác định đối tượng trên ảnh. Khái niệm này sẽ còn gặp lại ở các nhóm phương pháp 01 giai đoạn.
-
-$$k$$ anchor box có $$k$$ kích thước khác nhau, trong bài báo gốc, tác giả chọn $$k=9$$. Mỗi anchor box sẽ được gán 2 thứ:
-
-- Lớp nhị phân xác định nó có đối tượng hay không. Nếu anchor box đó được xác định là mẫu có chứa đối tượng, ta gán là $$1$$, ngược lại là $$0$$.
-- Tọa độ của anchor box, bao gồm 04 phần tử $$(x, y, w, h)$$.
-
-Thế thì làm sao chúng ta xác định được liệu 1 anchor box có chứa đối tượng hay không? Câu trả lời đơn giản là ta đi so với mẫu dữ liệu thật. Mỗi 1 anchor box sẽ được đi tính toán độ đo IoU với các hộp dự đoán thật (ground-truth), sau đó ta sẽ lấy giá trị IoU cao nhất của anchor box đó so với các ground-truth. Anchor box đó sẽ được chọn là mẫu $$1$$ khi $$IoU > 0.7$$, và chọn là mẫu $$0$$ khi $$IoU \leq 0.3$$. Vậy còn một đoạn từ $$(0.3, 0.7]$$ ta sẽ không chọn.
-
-Như vậy, bây giờ ta đã có một tập dữ liệu bao gồm các anchor box có đối tượng và anchor box không đối tượng cho mạng RPN học.
-
-Để huấn luyện ta cần định nghĩa một hàm mất mát tối ưu hóa đa mục tiêu: 1) xác định có hoặc không chứa đối tượng (phân lớp nhị phân); 2) hồi quy tọa độ. Hàm mất mát để huấn luyện RPN được định nghĩa như sau:
-
-$$L(\{p_i\}, \{t_i\}) = \frac{1}{N_{cls}} \sum_i L_{cls} (p_i, \hat p_i) + \lambda \frac{1}{N_{reg}} \sum_i \hat p_i L_{reg}(t_i, \hat t_i)$$
-
-Trong đó, $$L_{cls}$$ là hàm binary cross-entropy, còn $$L_{reg}$$ là hàm mất mát hồi quy $$SmoothL1$$; $$\hat p_i$$ là phân phối xác suất dự đoán hộp đề xuất có đối tượng hay không, $$p_i$$ là nhãn thật sự; $$\hat t_i$$ là tọa độ dự đoán đã được tham số hóa; $$t_i$$ là tọa độ thật đã được tham số hóa, $$t=\{t_x, t_y, t_w, t_h\}$$ và $$\hat t=\{\hat t_x, \hat t_y, \hat t_w, \hat t_h\}$$ được định nghĩa như sau:
-
-$$ t_x = (x - x_a) / w_a; \hat t_x = (\hat x - x_a) / w_a $$
-$$ t_y = (y - y_a) / h_a; \hat t_y = (\hat y - y_a) / h_a $$
-$$ t_w = \log (w / w_a); \hat t_w = \log (\hat w / w_a) $$
-$$ t_h = \log (h / h_a); \hat t_h = \log (\hat h / h_a) $$
-
-Trong đó, $$x$$, $$\hat x$$, $$x_a$$ lần lượt là hoành độ tâm thật sự của hộp bao, hoành độ tâm dự đoán của hộp bao và hoành độ tâm anchor box. $$y$$, $$\hat y$$, $$y_a$$ là tung độ tâm. Như thế ta có thể thấy, ở đây RPN không cố gắng để dự đoán các vị trí giống như hộp mỏ neo (vì nếu thế thì sử dụng hộp mỏ neo luôn cần gì học nữa), mà nó sẽ cố gắng dự đoán các vùng đề xuất lân cận các anchor box, mà tại đó có nhiều hộp bao ground-truth.
-
-Thực tế, RPN sinh ra rất nhiều hộp đề xuất, trong khi chúng ta chỉ cần $$N=2000$$ hộp đề xuất. Có nhiều hộp đề xuất ban đầu bị chồng lấp lên nhau, lúc này tác giả sử dụng thuật toán non maximum suppression (NMS) với ngưỡng $$IoU=0.7$$ để loại đi các hộp đề xuất chồng lấp, chỉ giữ lại $$2000$$ hộp đề xuất để đưa vào Fast R-CNN huấn luyện. Tuy nhiên, khi huấn luyện thì $$N=2000$$, trong khi đó lúc đánh giá (test) thì $$N$$ là một con số khác (nhỏ hơn 2000).
-
-### Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN (Sharing Convolutional Features)
-
-Việc huấn luyện RPN và Fast R-CNN được thực hiện độc lập chứ không end-to-end. Lý do của việc này rất dễ hiểu: rất khó để huấn luyện hai thứ này cùng một lúc. Fast R-CNN cần có một cơ chế sinh mẫu cố định (sinh ra các hộp đề xuất) để học, và bản thân Fast R-CNN cũng có một hàm tối ưu hóa tương tự như RPN (tổng của hàm mất mát phân lớp đối tượng và hàm mất mát hồi quy, nhưng hàm mất mát ở Fast R-CNN dùng cho đa lớp). Do đó không biế rằng nếu cơ chế sinh mẫu liên tục thay đổi (liên tục cập nhật trọng số lại ở RPN) thì mạng hợp nhất này có hội tụ được hay không. Do đó, tác giả đã đề xuất một cơ chế huấn luyện chia sẻ trọng số gồm 4 bước sau đây:
-
-- Bước 1: Huấn luyện RPN trước
-- Bước 2: Đóng băng trọng số ở RPN, sử dụng mạng RPN vừa học được sinh ra các vùng đề xuất cho mạng Fast R-CNN.
-- Bước 3: Dùng trọng số vừa học được ở mạng Fast R-CNN làm trọng số khởi tạo của mạng RPN ở các lớp tích chập (RPN và Fast R-CNN chia sẻ trọng số ở một số lớp tích chập), và chỉ fine-tune các lớp tích chập của riêng FPN và 2 lớp FC.
-- Bước 4: Đóng băng trọng số ở mạng RPN vừa học để sinh các mẫu cho Fast R-CNN, và chỉ fine-tune Fast R-CNN ở 2 lớp FC.
-
-### Kết quả so với Fast R-CNN
-
-
-
-Hình 5. Kết quả so sánh giữa việc sử dụng RPN và thuật toán Selective Search [3].
-
-Có thể thấy, việc sử dụng thuật toán Selective Search cho kết quả thấp hơn khi sử dụng RPN. Hơn nữa, tốc độ xử lý của Fast R-CNN sử dụng RPN (Faster R-CNN) cũng nhanh hơn sử dụng thuật toán Selective Search. Vừa tốt hơn vừa nhanh hơn, Faster R-CNN đã trở thành một "hệ tư tưởng".
-
-## Hướng dẫn huấn luyện thử Faster R-CNN
-
-Faster R-CNN khá khó để có thể code from scratch. Do đó, trong nội dung bài viết này, nhóm sinh viên hướng dẫn bạn đọc cách huấn luyện thử một mô hình Faster R-CNN thông qua toolbox MMDetection [4].
-
-Lưu ý: source code được thực nghiệm trên Google Colab.
-
-Trong bài này, nhóm sinh viên sử dụng bộ dữ liệu UIT-VinaDeveS22 được cung cấp ở đây: https://github.com/nguyenvd-uit/uit-together-dataset/blob/main/UIT-VinaDeveS22.md
-
-UIT-VinaDeveS22 là bộ dữ liệu phát hiện phương tiện giao thông từ camera CCTV, các phương tiện trong bộ dữ liệu bao gồm: bicycle, motorcycle, car, van, truck, bus, fire truck.
-
-
-Hình 6. Hình ảnh bộ dữ liệu UIT-VinaDeveS22
-
-### 1. Cài đặt thư viện
-
-Đầu tiên, chúng ta cần clone toolbox MMDetection từ Github về, sau đó cài đặt các thư viện cần thiết:
-
-
-- Bước 1.1: git clone thư mục code
-```[python3]
-!git clone https://github.com/open-mmlab/mmdetection
-```
-
-- Bước 1.2: cài đặt thư viện
-```
-# Cài đặt thư viện
-%cd mmdetection
-!pip install -r requirements.txt
-!pip install -v -e .
-!pip install mmcv-full==1.3.8 -f https://download.openmmlab.com/mmcv/dist/cu101/torch1.7.0/index.html
-!pip install torch==1.7.1 torchvision==0.8.2 torchaudio==0.7.2
-```
-
-### 2. Import thư viện
-
-- Bước 2.1: ta import các thư viện liên quan cần dùng, ở đây chúng ta cần import `mmdet`, `mmcv`.
-
-```[python3]
-# Dùng để build config
-import mmdet
-from mmdet.apis import set_random_seed
-from mmcv import Config
-
-# Dùng để xây dựng dataset
-from mmdet.datasets import build_dataset
-from mmdet.models import build_detector
-from mmdet.apis import train_detector
-
-# Dùng để dự đoán
-from mmdet.apis import init_detector, inference_detector, show_result_pyplot
-import mmcv
-```
-
-### 3. Chuẩn bị dữ liệu
-
-Tải dữ liệu tại đây: https://drive.google.com/file/d/1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv/view?usp=sharing
-
-Ta có thể tải bằng lệnh sau:
-
-```
-!gdown --id 1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv
-```
-
-Sau khi tải, chúng ta giải nén dữ liệu bằng lệnh `unzip`
-
-```
-!unzip UIT-VinaDeveS22.zip
-```
-
-Bộ dữ liệu được tổ chức theo cấu trúc sau:
-
-```
-UIT-VinaDeveS22
-|__ images
-|____ *.jpg
-|__ outputtrain.json
-|__ outputvalid.json
-|__ outputtest.json
-```
-
-Thư mục `images` chứa toàn bộ ảnh của bộ dữ liệu. 3 file `ouputtrain.json`, `outputvalid.json` và `outputtest.json` là 3 file annotation đã được chuẩn bị theo định dạng MS-COCO ứng với 3 tập: train, valid, test.
-
-### 4. Chuẩn bị config
-
-Bước này khá quan trọng. Hiện tại MMDetection đã hỗ trợ cho chúng ta rất nhiều config của nhiều phương pháp SOTA cho phát hiện đối tượng hiện tại, lên tới vài chục phương pháp. Tuy nhiên, chúng ta chỉ sử dụng config dành cho Faster R-CNN.
-
-- Bước 4.1: Config trong MMDetection được thiết kế theo cơ chế kế thừa, tức là từ config chuẩn bị sẵn, chúng ta sẽ tinh chỉnh cho phù hợp với bộ dữ liệu của chúng ta. Đầu tiên ta cần xác định config cha mà chúng ta sẽ kế thừa
-
-```[python3]
-cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
-```
-
-`faster_rcnn_r101_fpn_1x_coco.py` là file config của phương pháp Faster R-CNN, sử dụng kiến trúc CNN ResNet-101 để trích xuất đặc trưng ảnh (là các lớp conv chung của mạng RPN và Fast R-CNN). Trong đó có sử dụng FPN (một cơ chế multi-scale feature map, tức là thay vì qua mạng CNN chỉ có 1 đầu ra thì nó sẽ có nhiều đầu ra với các resolution khác nhau).
-
-- Bước 4.2: Ta cần định nghĩa lại dữ liệu. MMDetection hỗ trợ các bộ dữ liệu sẵn có như COCO, sử dụng bộ dữ liệu khác ta cần định nghĩa lại các lớp. Tuy nhiên do cấu trúc bộ dữ liệu cũng giống như COCO, ta chỉ kế thừa nó về chỉnh lại các lớp sao cho phù hợp:
-
-```[python3]
-from mmdet.datasets.builder import DATASETS
-from mmdet.datasets import CocoDataset
-
-@DATASETS.register_module()
-class VinaDeveS22(CocoDataset):
- CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
-```
-
-- Bước 4.3: ta đặt đường dẫn cho tập dữ liệu, bao gồm đường dẫn ảnh, annotation cho tập train, test, valid:
-
-```[python3]
-# Đường dẫn dữ liệu
-import os
-data_root_dir = '/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/'
-
-# Chuẩn bị config
-
-cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
-
-# Modify dataset type and path
-cfg.data_root = data_root_dir
-
-cfg.data.test.type = 'VinaDeveS22'
-cfg.data.test.ann_file = os.path.join(data_root_dir, 'outputtest.json')
-cfg.data.test.img_prefix = os.path.join(data_root_dir, 'images')
-
-cfg.data.train.type = 'VinaDeveS22'
-cfg.data.train.ann_file = os.path.join(data_root_dir, 'outputtrain.json')
-cfg.data.train.img_prefix = os.path.join(data_root_dir, 'images')
-
-cfg.data.val.type = 'VinaDeveS22'
-cfg.data.val.ann_file = os.path.join(data_root_dir, 'outputvalid.json')
-cfg.data.val.img_prefix = os.path.join(data_root_dir, 'images')
-```
-
-- Bước 4.4: Một số cấu hình khác như số epoch để save checkpoint 1 lần, learning rate, đường dẫn lưu checkpoint, số lớp cần classify của mô hình, ...
-
-```[python3]
-# Một số cấu hình khác
-
-cfg.optimizer.lr = 0.02 / 8
-cfg.lr_config.warmup = None
-cfg.log_config.interval = 500
-
-# We can set the evaluation interval to reduce the evaluation times
-cfg.evaluation.interval = 1
-# We can set the checkpoint saving interval to reduce the storage cost
-cfg.checkpoint_config.interval = 3
-
-# Set seed thus the results are more reproducible
-cfg.seed = 0
-set_random_seed(0, deterministic=False)
-cfg.gpu_ids = range(1)
-
-# Số class
-cfg.model.roi_head.bbox_head.num_classes = 7
-
-# Đường dẫn lưu checkpoints
-cfg.work_dir = './checkpoints'
-```
-
-### 5. Xây dựng model và huấn luyện
-
-Ta tiến hành xây dựng mô hình dựa trên config đã chuẩn bị:
-
-```[python3]
-# Build dataset
-datasets = [build_dataset(cfg.data.train)]
-
-# Build the detector
-model = build_detector(cfg.model, train_cfg=cfg.get('train_cfg'), test_cfg=cfg.get('test_cfg'))
-# Add an attribute for visualization convenience
-model.CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
-```
-
-Tiến hành huấn luyện:
-
-```[python3]
-train_detector(model, datasets, cfg, distributed=False, validate=True)
-```
-
-Log khi huấn luyện:
-
-```
-2022-06-20 02:41:11,989 - mmdet - INFO - Start running, host: root@1aa12ebaa861, work_dir: /content/drive/MyDrive/LvThs_OCR/mmdetection/checkpoints
-2022-06-20 02:41:11,997 - mmdet - INFO - Hooks will be executed in the following order:
-before_run:
-(VERY_HIGH ) StepLrUpdaterHook
-(NORMAL ) CheckpointHook
-(NORMAL ) EvalHook
-(VERY_LOW ) TextLoggerHook
- --------------------
-before_train_epoch:
-(VERY_HIGH ) StepLrUpdaterHook
-(NORMAL ) EvalHook
-(NORMAL ) NumClassCheckHook
-(LOW ) IterTimerHook
-(VERY_LOW ) TextLoggerHook
- --------------------
-before_train_iter:
-(VERY_HIGH ) StepLrUpdaterHook
-(LOW ) IterTimerHook
- --------------------
-after_train_iter:
-(ABOVE_NORMAL) OptimizerHook
-(NORMAL ) CheckpointHook
-(NORMAL ) EvalHook
-(LOW ) IterTimerHook
-(VERY_LOW ) TextLoggerHook
- --------------------
-after_train_epoch:
-(NORMAL ) CheckpointHook
-(NORMAL ) EvalHook
-(VERY_LOW ) TextLoggerHook
- --------------------
-before_val_epoch:
-(NORMAL ) NumClassCheckHook
-(LOW ) IterTimerHook
-(VERY_LOW ) TextLoggerHook
- --------------------
-before_val_iter:
-(LOW ) IterTimerHook
- --------------------
-after_val_iter:
-(LOW ) IterTimerHook
- --------------------
-after_val_epoch:
-(VERY_LOW ) TextLoggerHook
- --------------------
-2022-06-20 02:41:11,999 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
-loading annotations into memory...
-Done (t=0.01s)
-creating index...
-index created!
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:44:30,061 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.15s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=2.42s).
-Accumulating evaluation results...
-2022-06-20 02:44:33,060 - mmdet - INFO - Epoch(val) [1][327] bbox_mAP: 0.0060, bbox_mAP_50: 0.0200, bbox_mAP_75: 0.0010, bbox_mAP_s: 0.0090, bbox_mAP_m: 0.0060, bbox_mAP_l: 0.0000, bbox_mAP_copypaste: 0.006 0.020 0.001 0.009 0.006 0.000
-DONE (t=0.36s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.006
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.020
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.001
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.009
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.006
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.029
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.029
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.029
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.050
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.027
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:47:51,860 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.15s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=2.47s).
-Accumulating evaluation results...
-2022-06-20 02:47:54,962 - mmdet - INFO - Epoch(val) [2][327] bbox_mAP: 0.0280, bbox_mAP_50: 0.0750, bbox_mAP_75: 0.0150, bbox_mAP_s: 0.0180, bbox_mAP_m: 0.0340, bbox_mAP_l: 0.0140, bbox_mAP_copypaste: 0.028 0.075 0.015 0.018 0.034 0.014
-DONE (t=0.40s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.028
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.075
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.015
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.018
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.034
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.014
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.092
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.092
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.092
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.051
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.071
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.095
-2022-06-20 02:50:51,428 - mmdet - INFO - Saving checkpoint at 3 epochs
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 02:51:15,654 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.02s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=2.22s).
-Accumulating evaluation results...
-2022-06-20 02:51:18,523 - mmdet - INFO - Epoch(val) [3][327] bbox_mAP: 0.0970, bbox_mAP_50: 0.2000, bbox_mAP_75: 0.0800, bbox_mAP_s: 0.0340, bbox_mAP_m: 0.0750, bbox_mAP_l: 0.0900, bbox_mAP_copypaste: 0.097 0.200 0.080 0.034 0.075 0.090
-DONE (t=0.42s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.097
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.200
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.080
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.034
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.075
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.090
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.158
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.158
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.084
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.117
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.161
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:54:37,466 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.03s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=2.27s).
-Accumulating evaluation results...
-2022-06-20 02:54:40,383 - mmdet - INFO - Epoch(val) [4][327] bbox_mAP: 0.0960, bbox_mAP_50: 0.2050, bbox_mAP_75: 0.0710, bbox_mAP_s: 0.0400, bbox_mAP_m: 0.0910, bbox_mAP_l: 0.0930, bbox_mAP_copypaste: 0.096 0.205 0.071 0.040 0.091 0.093
-DONE (t=0.41s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.096
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.205
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.071
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.040
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.091
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.093
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.166
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.166
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.166
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.092
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.152
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.162
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:57:58,671 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.14s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.36s).
-Accumulating evaluation results...
-2022-06-20 02:58:00,468 - mmdet - INFO - Epoch(val) [5][327] bbox_mAP: 0.1600, bbox_mAP_50: 0.3140, bbox_mAP_75: 0.1440, bbox_mAP_s: 0.0670, bbox_mAP_m: 0.1430, bbox_mAP_l: 0.1490, bbox_mAP_copypaste: 0.160 0.314 0.144 0.067 0.143 0.149
-DONE (t=0.25s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.160
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.314
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.144
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.067
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.143
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.149
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.238
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.238
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.238
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.125
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.218
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.232
-2022-06-20 03:00:58,010 - mmdet - INFO - Saving checkpoint at 6 epochs
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.6 task/s, elapsed: 23s, ETA: 0s2022-06-20 03:01:22,836 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.15s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.80s).
-Accumulating evaluation results...
-2022-06-20 03:01:25,153 - mmdet - INFO - Epoch(val) [6][327] bbox_mAP: 0.2180, bbox_mAP_50: 0.4040, bbox_mAP_75: 0.2040, bbox_mAP_s: 0.1180, bbox_mAP_m: 0.2210, bbox_mAP_l: 0.1760, bbox_mAP_copypaste: 0.218 0.404 0.204 0.118 0.221 0.176
-DONE (t=0.31s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.218
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.404
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.204
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.118
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.221
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.176
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.321
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.321
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.175
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.347
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.261
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 03:04:44,056 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.02s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.84s).
-Accumulating evaluation results...
-2022-06-20 03:04:46,289 - mmdet - INFO - Epoch(val) [7][327] bbox_mAP: 0.2310, bbox_mAP_50: 0.4290, bbox_mAP_75: 0.2300, bbox_mAP_s: 0.1720, bbox_mAP_m: 0.2770, bbox_mAP_l: 0.1790, bbox_mAP_copypaste: 0.231 0.429 0.230 0.172 0.277 0.179
-DONE (t=0.31s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.231
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.429
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.230
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.277
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.179
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.369
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.369
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.407
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.306
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:08:05,146 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.01s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.78s).
-Accumulating evaluation results...
-2022-06-20 03:08:07,322 - mmdet - INFO - Epoch(val) [8][327] bbox_mAP: 0.2610, bbox_mAP_50: 0.4790, bbox_mAP_75: 0.2570, bbox_mAP_s: 0.1560, bbox_mAP_m: 0.2850, bbox_mAP_l: 0.2110, bbox_mAP_copypaste: 0.261 0.479 0.257 0.156 0.285 0.211
-DONE (t=0.31s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.261
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.479
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.257
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.285
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.211
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.379
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.379
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.392
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.337
-2022-06-20 03:11:04,360 - mmdet - INFO - Saving checkpoint at 9 epochs
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:11:28,443 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.01s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.56s).
-Accumulating evaluation results...
-2022-06-20 03:11:30,381 - mmdet - INFO - Epoch(val) [9][327] bbox_mAP: 0.3230, bbox_mAP_50: 0.5630, bbox_mAP_75: 0.3410, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.3380, bbox_mAP_l: 0.2390, bbox_mAP_copypaste: 0.323 0.563 0.341 0.251 0.338 0.239
-DONE (t=0.30s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.563
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.341
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.338
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.239
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.442
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.442
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.465
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.375
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:14:49,643 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.02s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.56s).
-Accumulating evaluation results...
-2022-06-20 03:14:51,582 - mmdet - INFO - Epoch(val) [10][327] bbox_mAP: 0.3260, bbox_mAP_50: 0.5650, bbox_mAP_75: 0.3490, bbox_mAP_s: 0.2750, bbox_mAP_m: 0.3510, bbox_mAP_l: 0.2430, bbox_mAP_copypaste: 0.326 0.565 0.349 0.275 0.351 0.243
-DONE (t=0.29s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.565
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.349
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.351
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.243
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.454
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.454
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.380
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.394
-[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:18:11,238 - mmdet - INFO - Evaluating bbox...
-Loading and preparing results...
-DONE (t=0.14s)
-creating index...
-index created!
-Running per image evaluation...
-Evaluate annotation type *bbox*
-DONE (t=1.43s).
-Accumulating evaluation results...
-2022-06-20 03:18:13,126 - mmdet - INFO - Epoch(val) [11][327] bbox_mAP: 0.3320, bbox_mAP_50: 0.5600, bbox_mAP_75: 0.3570, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.3600, bbox_mAP_l: 0.2460, bbox_mAP_copypaste: 0.332 0.560 0.357 0.306 0.360 0.246
-DONE (t=0.27s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.560
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.357
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.360
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.246
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.457
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.457
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.370
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.393
-```
-
-### Bước 6: Dự đoán trên ảnh mới
-
-Sau khi huấn luyện xong, ta thử dự đoán trên 01 ảnh mới. Giả sử nhóm sinh viên chọn ảnh `000000100.jpg` trong tập dữ liệu:
-
-```[python3]
-# Show thử 1 vài ảnh
-img = mmcv.imread('/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/images/000000100.jpg')
-
-model.cfg = cfg
-result = inference_detector(model, img)
-show_result_pyplot(model, img, result)
-```
-
-Hình ảnh đầu ra:
-
-
-
-Một số hình ảnh khác:
-
-
-
-
-
-
-
-
-
-
-
-
-
-## Tài liệu tham khảo
-
-[1]. Girshick, R., Donahue, J., Darrell, T., & Malik, J. (2014). Rich feature hierarchies for accurate object detection and semantic segmentation. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 580-587).
-
-[2]. Girshick, R. (2015). Fast r-cnn. In Proceedings of the IEEE international conference on computer vision (pp. 1440-1448).
-
-[3]. Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems, 28.
-
-[4]. Chen, K., Wang, J., Pang, J., Cao, Y., Xiong, Y., Li, X., ... & Lin, D. (2019). MMDetection: Open mmlab detection toolbox and benchmark. arXiv preprint arXiv:1906.07155.
diff --git a/_posts/2023-12-29-han-du-thi-tap.md b/_posts/2023-12-29-han-du-thi-tap.md
deleted file mode 100644
index ae29df4..0000000
--- a/_posts/2023-12-29-han-du-thi-tap.md
+++ /dev/null
@@ -1,285 +0,0 @@
----
-layout: post
-title: Hàn du thi tập
-date: 2023-12-29 00:00:00
-description: Tập thơ sáng tác tại Hàn
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-# Hàn du thi tập (Tập thơ sáng tác ở Hàn)
-
-## Lời nói đầu
-
-Kính chào quý bằng hữu,
-
-Tại hạ là Doanh (Công Danh), xin phép được gửi đến quý bằng hữu, những người cùng sở thích thi ca một tập thơ mà tại hạ đã sáng tác trong quá trình làm việc và sinh sống tại Thủ Nhĩ, Đại Hàn.
-
-Trong tập thơ này, tại hạ giới thiệu một số bài thơ mà tại hạ viết ở thể 5 chữ, hoặc 7 chữ, hoặc thơ 6-8. Tại hạ đặc biệt thích thể loại thơ 7 chữ, theo luật Đại Đường (thất ngôn tứ tuyệt Đường luật).
-
-Các bài thơ tại hạ viết chủ yếu có chủ đề về **nhân sinh** và **tình yêu**, và hầu hết được sáng tác vào lúc 1-2 giờ sáng, lúc mà tâm trạng dâng trào nhất. Về chủ đề **nhân sinh**, tại hạ thường viết về góc nhìn của mình về cuộc đời với tâm trạng hơi u tối một chút, nhưng đâu đó vẫn có màu tươi sáng. Về **tình yêu**, tại hạ thường viết về chủ đề mối tình đã lỡ. Câu cú có phần một chút trách móc, nhưng tiếc thương một mối tình đã lỡ, và da diết tôn trọng.
-
-Các bài thơ sẽ có các lỗi trong cách gieo vần, dùng từ. Nếu đọc thơ khiến các bằng hữu không thoải mái, tại hạ rất xin lỗi, và luôn đó nhận những lời góp ý.
-
-Mời quý bằng hữu thưởng thơ.
-
-Kính bút,
-
-Công Danh
-
-## Lập Thu Đại Hàn
-
-Lập thu nơi xóm nhỏ
-
-Cho nỗi niềm chơi vơi
-
-Đôi điều còn bỏ ngõ
-
-Tìm đâu phía chân trời.
-
-
-Công Danh, 6.9.2023
-
-## Cầu vồng tình lỡ
-
-Cầu vồng đẹp nhất sau mưa
-
-Ngày em đẹp nhất là vừa xa anh
-
-Buồn nào rồi cũng trôi nhanh
-
-Nhưng thành vết xẹo khó lành về sau
-
-
-Công Danh, 11.9.2023
-
-## Miền đất khác
-
-Một vệt nắng cuối trời
-
-Cho chiều buồn man mác
-
-Liệu một miền đất khác
-
-Có nỗi niềm chơi vơi?
-
-
-Công Danh, 12.9.2023
-
-## Lửa thủ đô
-
-*Bài thơ tỏ lòng tiếc thương cho các nạn nhân của một vụ cháy kinh hoàng ở thủ đô Hà Nội*
-
-Ở giữa lòng thủ đô
-
-Một màu buồn man mác
-
-Trời đêm mưa lác đác
-
-Lửa hóa kiếp hư vô...
-
-
-Công Danh, 14.9.2023
-
-## Tình tan
-
-Đượm nắng lập thu cuối chiều ta
-
-Niệm về ngày cũ vốn phôi pha
-
-Hoàng hôn chớm tắt, hồn vô ngã
-
-Chôn giấu tình tan, em với ta.
-
-
-Ánh mắt ai đậm đà
-
-Tiếng cười ai giòn giã,
-
-Tâm tư ai la cà
-
-Không phải em, là lá...
-
-
-Công Danh và Minh Niên, 20.9.2023
-
-## Hạnh phúc mới
-
-*Bài thơ được sáng tác từ bài hát Hạnh phúc mới, nhưng đổi vai hai nhân vật nam và nữ.*
-
-Ngày hôm nào em nói
-
-Mình chia tay thôi anh
-
-Nghe như lời trăn trối
-
-Gạt lệ buồn phai nhanh.
-
-
-Anh à, đừng buồn nữa
-
-Tình nào cũng thế thôi
-
-Hợp, yêu, tan, rồi mất
-
-Còn nỗi lòng đơn côi.
-
-
-Em đang ở đâu đó
-
-Để nỗi niềm chơi vơi
-
-Hồn em bay theo gió
-
-Tìm em cuối chân trời...
-
-
-Công Danh, 8.10.2023
-
-## Sài Gòn nhỏ
-
-*Bài thơ được sáng tác rất lâu, nhưng đến ngày này mới hoàn chỉnh*
-
-Có một Sài Gòn nhỏ
-
-Con phố đông người qua
-
-Có chuyến xe buýt nọ
-
-Từng chở cuộc tình ta.
-
-
-Ngày đôi mình chia xa,
-
-Hạ vẫn còn vương nắng
-
-Tình ngọt chợt thành đắng
-
-Chỉ còn dằm trong tim.
-
-
-Đôi mắt anh lim dim
-
-Mơ về ngày ngây dại
-
-Thấy em quay nhìn lại
-
-Như tình mình chưa phai.
-
-
-Công Danh, 12.10.2023
-
-## Cầu sông Hậu
-
-Nhớ về ngày cũ còn đâu,
-
-Bóng hình em gái hát câu gọi đò
-
-Ngân vang sông Hậu câu hò
-
-Giờ đây chẳng phải đi đò sang ngang
-
-Ai về Châu Đốc, An Giang,
-
-Qua cậu sông Hậu, gửi nàng yêu thương.
-
-
-Công Danh, 11.11.2023
-
-## Một kiếp người
-
-*Bài thơ sáng tác để tiếc thương cho một người bà của một người bạn đã mất.*
-
-Thoáng chốc là xong một kiếp người
-
-Hồng trần vướng bận cứ buông lơi
-
-Người đi về chốn hồn thanh thản
-
-Để lại ngàn năm nỗi đau đời.
-
-
-## Các bản dịch bài thơ nổi tiếng của William Shakespeare
-
-Ở phần này, tại hạ giới thiệu các bằng hữu bản dịch do tại hạ thực hiện cho một bài thơ nổi tiếng dưới phong cách của các nhà thơ lớn của thi văn Việt Nam.
-
-Bản gốc:
-
-> You say that you love rain, but you open your umbrella when it rains.
->
-> You say that you love the sun, but you find a shadow spot when the sun shines.
->
-> You say that you love the wind, but you close your windows when wind blows.
->
-> This is why I am afraid, you say that you love me too
-
-### Bản dịch phong cách Xuân Diệu:
-
-Em nói rất thích mưa
-
-Sao tìm dù mà tránh
-
-Em thích nhìn nắng hạ
-
-Sao đi tìm nơi râm.
-
-
-Em từng nói rằng em yêu gió lộng
-
-Vậy mà sao giờ chốt cửa cài then
-
-Chợt thổn thức, anh thẹn cười bẽn lẽn
-
-Thế thì còn... lời em nói yêu anh?
-
-
-### Bản dịch phong cách Hàn Mặc Tử:
-
-Sao em không còn yêu mưa nhỉ?
-
-Mà kéo dù lên tránh ướt mi
-
-Rồi kêu thích nắng, yêu hương Hạ
-
-Thế núp nơi râm là nghĩa gì?
-
-
-Em nói rằng yêu, gió vừa qua
-
-Thế sao cửa đóng, rèm bung ra?
-
-Bỗng nhiên anh thấy thật không ổn
-
-Ai biết tình em có đậm đà...
-
-
-### Bản dịch phong cách Tố Hữu:
-
-Từng nói yêu mưa, giờ khác lạ
-
-Rồi chợt mưa đến lấy ô ra
-
-Và em từng thì thầm yêu nắng
-
-Nắng rọi lên thì chẳng thiết tha.
-
-
-### Bản dịch phong cách Nguyễn Thị Hinh (Bà Huyện Thanh Quan):
-
-Nhớ nói trời mưa thích thế mà
-
-Chẳng mưa to mấy lấy ô ra
-
-Sao em muốn ngắm trời hừng nắng
-
-Nắng rọi lên cao lại núp nhà
-
-Ngắm gió mây làm em thích thích
-
-Bây giờ chốt cửa tránh xa xa
-
-Chợt sao thấy lạ lời em nói
-
-Thật giả tình yêu, em với ta.
-
diff --git a/_posts/2024-11-25-thank-you-dr-Hung.md b/_posts/2024-11-25-thank-you-dr-Hung.md
deleted file mode 100644
index 6a97429..0000000
--- a/_posts/2024-11-25-thank-you-dr-Hung.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-layout: post
-title: Thank you! Dr. Hung
-date: 2024-11-25 00:00:00
-description: Thank you! Dr. Hung
-tags: formatting links
-categories: sample-posts
-inline: true
----
-
-# Thank you! Dr. Hung
-
-Throughout my master’s journey, I would like to express my sincere gratitude to Dr. Hung, who is currently a postdoctoral researcher at Chonnam National University. Together, we have shared some of the most challenging and joyful moments in both research and life. Dr. Hung has also guided me significantly in taking my first steps toward studying abroad in Korea, and I deeply appreciate his support.
-
-Additionally, Dr. Hung and I collaborated on several manuscripts. For me, this experience was not just about conducting research; it was also an opportunity for us to understand each other better, which brought us much closer.
-
-Without a doubt, if I had not met Dr. Hung in Korea, my life would have been much more difficult. Once again, thank you so much, Dr. Hung, my big brother.
-
-
diff --git a/_projects/1_project.md b/_projects/1_project.md
deleted file mode 100644
index 3f7cf78..0000000
--- a/_projects/1_project.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-layout: page
-title: project 1
-description: a project with a background image
-img: assets/img/12.jpg
-importance: 1
-category: work
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_projects/2_project.md b/_projects/2_project.md
deleted file mode 100644
index bebf796..0000000
--- a/_projects/2_project.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-layout: page
-title: project 2
-description: a project with a background image
-img: assets/img/3.jpg
-importance: 2
-category: work
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_projects/3_project.md b/_projects/3_project.md
deleted file mode 100644
index 3f3cbf7..0000000
--- a/_projects/3_project.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-layout: page
-title: project 3
-description: a project that redirects to another website
-img: assets/img/7.jpg
-redirect: https://unsplash.com
-importance: 3
-category: work
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_projects/4_project.md b/_projects/4_project.md
deleted file mode 100644
index edb5dd2..0000000
--- a/_projects/4_project.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-layout: page
-title: project 4
-description: another without an image
-img:
-importance: 3
-category: fun
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_projects/5_project.md b/_projects/5_project.md
deleted file mode 100644
index efd9b6c..0000000
--- a/_projects/5_project.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-layout: page
-title: project 5
-description: a project with a background image
-img: assets/img/1.jpg
-importance: 3
-category: fun
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_projects/6_project.md b/_projects/6_project.md
deleted file mode 100644
index 9a95d6e..0000000
--- a/_projects/6_project.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-layout: page
-title: project 6
-description: a project with no image
-img:
-importance: 4
-category: fun
----
-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
-
-
-
- {% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
-
-
-
- {% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- This image can also have a caption. It's like magic.
-
-
-You can also put regular text between your rows of images.
-Say you wanted to write a little bit about your project before you posted the rest of the images.
-You describe how you toiled, sweated, *bled* for your project, and then... you reveal its glory in the next row of images.
-
-
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-
- You can also have artistically styled 2/3 + 1/3 images, like these.
-
-
-
-The code is simple.
-Just wrap your images with `
` and place them inside `
` (read more about the
Bootstrap Grid system).
-To make images responsive, add `img-fluid` class to each; for rounded corners and shadows use `rounded` and `z-depth-1` classes.
-Here's the code for the last row of images above:
-
-{% raw %}
-```html
-
-
- {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
- {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
-
-
-```
-{% endraw %}
diff --git a/_sass/_base.scss b/_sass/_base.scss
deleted file mode 100644
index 8954b6c..0000000
--- a/_sass/_base.scss
+++ /dev/null
@@ -1,726 +0,0 @@
-/*******************************************************************************
- * Styles for the base elements of the theme.
- ******************************************************************************/
-
-// Typography
-
-p, h1, h2, h3, h4, h5, h6, em, div, li, span, strong {
- color: var(--global-text-color);
-}
-
-hr {
- border-top: 1px solid var(--global-divider-color);
-}
-
-table {
- td, th {
- color: var(--global-text-color);
- }
- td {
- font-size: 1rem;
- }
-}
-
-a, table.table a {
- color: var(--global-theme-color);
- &:hover {
- color: var(--global-theme-color);
- text-decoration: underline;
- }
- &:hover:after :not(.nav-item.dropdown) {
- width: 100%;
- }
-}
-
-figure, img {
- max-width: 90vw;
-}
-
-blockquote {
- background: var(--global-bg-color);
- border-left: 2px solid var(--global-theme-color);
- margin: 1.5em 10px;
- padding: 0.5em 10px;
- font-size: 1.2rem;
-}
-
-// Math
-
-.equation {
- margin-bottom: 1rem;
- text-align: center;
-}
-
-// Caption
-
-.caption {
- font-size: 0.875rem;
- margin-top: 0.75rem;
- margin-bottom: 1.5rem;
- text-align: center;
-}
-
-// Card
-
-.card {
- background-color: var(--global-card-bg-color);
-
- img {
- width: 100%;
- }
-
- .card-title {
- color: var(--global-text-color);
- }
-
- .card-item {
- width: auto;
- margin-bottom: 10px;
-
- .row {
- display: flex;
- align-items: center;
- }
- }
-}
-
-// Citation
-
-.citation, .citation-number {
- color: var(--global-theme-color);
-}
-
-// Profile
-
-.profile {
- width: 100%;
-
- .address {
- margin-bottom: 5px;
- margin-top: 5px;
- font-family: monospace;
- p {
- display: inline-block;
- margin: 0;
- }
- }
-}
-.profile.float-right{
- margin-left: 1rem;
-}
-.profile.float-left{
- margin-right: 1rem;
-}
-
-@media (min-width: 576px) {
- .profile {
- width: 30%;
- .address {
- p { display: block; }
- }
- }
-}
-
-.post-description {
- margin-bottom: 2rem;
- font-size: 0.875rem;
- a {
- color: inherit;
- &:hover {
- color: var(--global-theme-color);
- text-decoration: none;
- }
- }
-}
-
-
-// Navbar customization
-
-.navbar {
- box-shadow: none;
- border-bottom: 1px solid var(--global-divider-color);
- background-color: var(--global-bg-color);
- opacity: 0.95;
-}
-.navbar .dropdown-menu {
- background-color: var(--global-bg-color);
- border: 1px solid var(--global-divider-color);
- a:not(.active) {
- color: var(--global-text-color);
- }
- a:hover {
- color: var(--global-hover-color);
- }
- .dropdown-divider {
- border-top: 1px solid var(--global-divider-color) !important;
- }
-}
-.dropdown-item {
- color: var(--global-text-color);
- &:hover {
- color: var(--global-hover-color);
- background-color: var(--global-bg-color);
- }
-}
-.navbar.navbar-light {
- a {
- &:hover {
- text-decoration: none;
- }
- }
- .navbar-brand {
- color: var(--global-text-color);
- }
- .navbar-nav .nav-item .nav-link {
- color: var(--global-text-color);
- &:hover {
- color: var(--global-hover-color);
- }
- }
- .navbar-nav .nav-item.active>.nav-link {
- background-color: inherit;
- font-weight: bolder;
- color: var(--global-theme-color);
- &:hover {
- color: var(--global-hover-color);
- }
- }
- .navbar-brand.social {
- padding-bottom: 0;
- padding-top: 0;
- font-size: 1.7rem;
- a {
- i::before {
- color: var(--global-text-color);
- transition-property: all 0.2s ease-in-out;
- }
- &:hover {
- i::before {
- color: var(--global-theme-color);
- }
- }
- }
- }
-}
-
-.navbar-toggler {
- .icon-bar {
- display: block;
- width: 22px;
- height: 2px;
- background-color: var(--global-text-color);
- border-radius: 1px;
- margin-bottom: 4px;
- transition: all 0.2s;
- }
- .top-bar {
- transform: rotate(45deg);
- transform-origin: 10% 10%;
- }
- .middle-bar {
- opacity: 0;
- }
- .bottom-bar {
- transform: rotate(-45deg);
- transform-origin: 10% 90%;
- }
-}
-
-.navbar-toggler.collapsed {
- .top-bar {
- transform: rotate(0);
- }
- .middle-bar {
- opacity: 1;
- }
- .bottom-bar {
- transform: rotate(0);
- }
-}
-
-#light-toggle {
- padding: 0;
- border: 0;
- background-color: inherit;
- color: var(--global-text-color);
- &:hover {
- color: var(--global-hover-color);
- }
-}
-
-// Social (bottom)
-
-.social {
- text-align: center;
- .contact-icons {
- font-size: 4rem;
- a {
- i::before {
- color: var(--global-text-color);
- transition-property: all 0.2s ease-in-out;
- }
- &:hover {
- i::before {
- color: var(--global-theme-color);
- }
- }
- }
- }
- .contact-note {
- font-size: 0.8rem;
- }
-}
-
-
-// Footer
-footer.fixed-bottom {
- background-color: var(--global-footer-bg-color);
- font-size: 0.75rem;
- .container {
- color: var(--global-footer-text-color);
- padding-top: 9px;
- padding-bottom: 8px;
- }
- a {
- color: var(--global-footer-link-color);
- &:hover {
- color: var(--global-theme-color);
- text-decoration: none;
- }
- }
-}
-
-footer.sticky-bottom {
- border-top: 1px solid var(--global-divider-color);
- padding-top: 40px;
- padding-bottom: 40px;
- font-size: 0.9rem;
-}
-
-// CV
-
-.cv {
- margin-bottom: 40px;
-
- .card {
- background-color: var(--global-card-bg-color);
- border: 1px solid var(--global-divider-color);
-
- .list-group-item {
- background-color: inherit;
- border-color: var(--global-divider-color);
-
- .badge {
- color: var(--global-card-bg-color) !important;
- background-color: var(--global-theme-color) !important;
- }
- }
- }
-}
-
-// Repositories
-
-@media (min-width: 768px) {
- .repo {
- max-width: 50%;
- }
-}
-
-// Blog
-
-.header-bar {
- border-bottom: 1px solid var(--global-divider-color);
- text-align: center;
- padding-top: 2rem;
- padding-bottom: 3rem;
- h1 {
- color: var(--global-theme-color);
- font-size: 5rem;
- }
-}
-
-.tag-list {
- border-bottom: 1px solid var(--global-divider-color);
- text-align: center;
- padding-top: 1rem;
-
- ul {
- justify-content: center;
- display: flow-root;
-
- p, li {
- list-style: none;
- display: inline-block;
- padding: 1rem 0.5rem;
- color: var(--global-text-color-light);
- }
- }
-}
-
-.post-list {
- margin: 0;
- margin-bottom: 40px;
- padding: 0;
- li {
- border-bottom: 1px solid var(--global-divider-color);
- list-style: none;
- padding-top: 2rem;
- padding-bottom: 2rem;
- .post-meta {
- color: var(--global-text-color-light);
- font-size: 0.875rem;
- margin-bottom: 0;
- }
- .post-tags {
- color: var(--global-text-color-light);
- font-size: 0.875rem;
- padding-top: 0.25rem;
- padding-bottom: 0;
- }
- a {
- color: var(--global-text-color);
- text-decoration: none;
- &:hover {
- color: var(--global-theme-color);
- }
- }
- }
-}
-
-.pagination {
- .page-item {
- .page-link {
- color: var(--global-text-color);
- &:hover {
- color: $black-color;
- }
- }
- &.active .page-link {
- color: $white-color;
- background-color: var(--global-theme-color);
- &:hover {
- background-color: var(--global-theme-color);
- }
- }
- }
-}
-
-
-// Distill
-
-.distill {
- a:hover {
- border-bottom-color: var(--global-theme-color);
- text-decoration: none;
- }
-}
-
-
-// Projects
-
-.projects {
- a {
- text-decoration: none;
-
- &:hover {
- .card-title {
- color: var(--global-theme-color);
- }
- }
- }
-
- .card {
- img {
- width: 100%;
- }
- }
-
- .card-item {
- width: auto;
- margin-bottom: 10px;
-
- .row {
- display: flex;
- align-items: center;
- }
- }
-
- .grid-sizer, .grid-item {
- width: 250px;
- margin-bottom: 10px;
- }
-
- h2.category {
- color: var(--global-divider-color);
- border-bottom: 1px solid var(--global-divider-color);
- padding-top: 0.5rem;
- margin-top: 2rem;
- margin-bottom: 1rem;
- text-align: right;
- }
-}
-
-
-// Publications
-
-.publications {
- margin-top: 2rem;
- h1 {
- color: var(--global-theme-color);
- font-size: 2rem;
- text-align: center;
- margin-top: 1em;
- margin-bottom: 1em;
- }
- h2 {
- margin-bottom: 1rem;
- span {
- font-size: 1.5rem;
- }
- }
- h2.year {
- color: var(--global-divider-color);
- border-top: 1px solid var(--global-divider-color);
- padding-top: 1rem;
- margin-top: 2rem;
- margin-bottom: -2rem;
- text-align: right;
- }
- ol.bibliography {
- list-style: none;
- padding: 0;
- margin-top: 0;
-
- li {
- margin-bottom: 1rem;
- .preview {
- width: 100%;
- min-width: 80px;
- max-width: 200px;
- }
- .abbr {
- height: 2rem;
- margin-bottom: 0.5rem;
- abbr {
- display: inline-block;
- background-color: var(--global-theme-color);
- padding-left: 1rem;
- padding-right: 1rem;
- a {
- color: white;
- &:hover {
- text-decoration: none;
- }
- }
- }
- .award {
- color: var(--global-theme-color) !important;
- border: 1px solid var(--global-theme-color);
- }
- }
- .title {
- font-weight: bolder;
- }
- .author {
- a {
- border-bottom: 1px dashed var(--global-theme-color);
- &:hover {
- border-bottom-style: solid;
- text-decoration: none;
- }
- }
- > em {
- border-bottom: 1px solid;
- font-style: normal;
- }
- > span.more-authors {
- color: var(--global-text-color-light);
- border-bottom: 1px dashed var(--global-text-color-light);
- cursor: pointer;
- &:hover {
- color: var(--global-text-color);
- border-bottom: 1px dashed var(--global-text-color);
- }
- }
- }
- .links {
- a.btn {
- color: var(--global-text-color);
- border: 1px solid var(--global-text-color);
- padding-left: 1rem;
- padding-right: 1rem;
- padding-top: 0.25rem;
- padding-bottom: 0.25rem;
- &:hover {
- color: var(--global-theme-color);
- border-color: var(--global-theme-color);
- }
- }
- }
- .badges {
- span {
- display: inline-block;
- color: $black-color;
- height: 100%;
- padding-left: 0.5rem;
- vertical-align: middle;
- &:hover {
- text-decoration: underline;
- }
- }
- }
- .hidden {
- font-size: 0.875rem;
- max-height: 0px;
- overflow: hidden;
- text-align: justify;
- transition-property: 0.15s ease;
- -moz-transition: 0.15s ease;
- -ms-transition: 0.15s ease;
- -o-transition: 0.15s ease;
- transition: all 0.15s ease;
-
- p {
- line-height: 1.4em;
- margin: 10px;
- }
- pre {
- font-size: 1em;
- line-height: 1.4em;
- padding: 10px;
- }
- }
- .hidden.open {
- max-height: 100em;
- transition-property: 0.15s ease;
- -moz-transition: 0.15s ease;
- -ms-transition: 0.15s ease;
- -o-transition: 0.15s ease;
- transition: all 0.15s ease;
- }
- div.abstract.hidden {
- border: dashed 1px var(--global-bg-color);
- }
- div.abstract.hidden.open {
- border-color: var(--global-text-color);
- }
- }
- }
-}
-
-// Rouge Color Customization
-figure.highlight {
- margin: 0 0 1rem;
-}
-
-pre {
- color: var(--global-theme-color);
- background-color: var(--global-code-bg-color);
- border-radius: 6px;
- padding: 6px 12px;
- pre, code {
- background-color: transparent;
- border-radius: 0;
- padding: 0;
- }
-}
-
-code {
- color: var(--global-theme-color);
- background-color: var(--global-code-bg-color);
- border-radius: 3px;
- padding: 3px 3px;
-}
-
-
-// Transitioning Themes
-html.transition,
-html.transition *,
-html.transition *:before,
-html.transition *:after {
- transition: all 750ms !important;
- transition-delay: 0 !important;
-}
-
-// Extra Markdown style (post Customization)
-.post{
- .post-meta{
- color: var(--global-text-color-light);
- font-size: 0.875rem;
- margin-bottom: 0;
- }
- .post-tags{
- color: var(--global-text-color-light);
- font-size: 0.875rem;
- padding-top: 0.25rem;
- padding-bottom: 1rem;
- a {
- color: var(--global-text-color-light);
- text-decoration: none;
- &:hover {
- color: var(--global-theme-color);
- }
- }
- }
- .post-content{
- blockquote {
- border-left: 5px solid var(--global-theme-color);
- padding: 8px;
- }
- }
-}
-
-progress {
- /* Positioning */
- position: fixed;
- left: 0;
- top: 56px;
- z-index: 10;
-
- /* Dimensions */
- width: 100%;
- height: 1px;
-
- /* Reset the appearance */
- -webkit-appearance: none;
- -moz-appearance: none;
- appearance: none;
-
- /* Get rid of the default border in Firefox/Opera. */
- border: none;
-
- /* Progress bar container for Firefox/IE10 */
- background-color: transparent;
-
- /* Progress bar value for IE10 */
- color: var(--global-theme-color);
- }
-
- progress::-webkit-progress-bar {
- background-color: transparent;
- }
-
- progress::-webkit-progress-value {
- background-color: var(--global-theme-color);
- }
-
- progress::-moz-progress-bar {
- background-color: var(--global-theme-color);
- }
-
- .progress-container {
- width: 100%;
- background-color: transparent;
- position: fixed;
- top: 56px;
- left: 0;
- height: 5px;
- display: block;
- }
-
- .progress-bar {
- background-color: var(--global-theme-color);
- width: 0%;
- display: block;
- height: inherit;
- }
diff --git a/_sass/_distill.scss b/_sass/_distill.scss
deleted file mode 100644
index 47837e7..0000000
--- a/_sass/_distill.scss
+++ /dev/null
@@ -1,129 +0,0 @@
-/*******************************************************************************
- * Style overrides for distill blog posts.
- ******************************************************************************/
-
-d-byline {
- border-top-color: var(--global-divider-color) !important;
-}
-
-d-byline h3 {
- color: var(--global-text-color) !important;
-}
-
-d-byline a, d-article d-byline a {
- color: var(--global-text-color) !important;
- &:hover {
- color: var(--global-hover-color) !important;
- }
-}
-
-d-article {
- border-top-color: var(--global-divider-color) !important;
- p, h1, h2, h3, h4, h5, h6, li, table {
- color: var(--global-text-color) !important;
- }
- h1, h2, hr, table, table th, table td {
- border-bottom-color: var(--global-divider-color) !important;
- }
- a {
- color: var(--global-theme-color) !important;
- &:hover {
- color: var(--global-theme-color) !important;
- }
- }
- b i {
- display: inline;
- }
-
- d-contents {
- align-self: start;
- grid-column: 1 / 4;
- grid-row: auto / span 4;
- justify-self: end;
- margin-top: 0em;
- padding-left: 2em;
- padding-right: 3em;
- border-right: 1px solid var(--global-divider-color);
- width: calc(max(70%, 300px));
- margin-right: 0px;
- margin-top: 0em;
- display: grid;
- grid-template-columns:
- minmax(8px, 1fr) [toc] auto
- minmax(8px, 1fr) [toc-line] 1px
- minmax(32px, 2fr);
-
- nav {
- grid-column: toc;
- a {
- border-bottom: none !important;
- &:hover {
- border-bottom: 1px solid var(--global-text-color) !important;
- }
- }
- h3 {
- margin-top: 0;
- margin-bottom: 1em;
- }
- div {
- display: block;
- outline: none;
- margin-bottom: 0.8em;
- color: rgba(0, 0, 0, 0.8);
- font-weight: bold;
- }
- ul {
- padding-left: 1em;
- margin-top: 0;
- margin-bottom: 6px;
- list-style-type: none;
- li {
- margin-bottom: 0.25em;
- }
- }
- }
- .figcaption {
- line-height: 1.4em;
- }
- toc-line {
- border-right: 1px solid var(--global-divider-color);
- grid-column: toc-line;
- }
- }
-
- d-footnote {
- scroll-margin-top: 66px;
- }
-}
-
-d-appendix {
- border-top-color: var(--global-divider-color) !important;
- color: var(--global-distill-app-color) !important;
- h3, li, span {
- color: var(--global-distill-app-color) !important;
- }
- a, a.footnote-backlink {
- color: var(--global-distill-app-color) !important;
- &:hover {
- color: var(--global-hover-color) !important;
- }
- }
-}
-
-@media (max-width: 1024px) {
- d-article {
- d-contents {
- display: block;
- grid-column-start: 2;
- grid-column-end: -2;
- padding-bottom: 0.5em;
- margin-bottom: 1em;
- padding-top: 0.5em;
- width: 100%;
- border: 1px solid var(--global-divider-color);
- nav {
- grid-column: none;
- }
- }
- }
-}
diff --git a/_sass/_layout.scss b/_sass/_layout.scss
deleted file mode 100644
index 29da4ad..0000000
--- a/_sass/_layout.scss
+++ /dev/null
@@ -1,51 +0,0 @@
-/******************************************************************************
- * Content
- ******************************************************************************/
-
-body {
- padding-bottom: 70px;
- color: var(--global-text-color);
- background-color: var(--global-bg-color);
- font-family: Arial, Helvetica, sans-serif;
-
- h1, h2, h3, h4, h5, h6 {
- scroll-margin-top: 66px;
- }
-}
-
-body.fixed-top-nav {
- // Add some padding for the nav-bar.
- padding-top: 56px;
-}
-
-body.sticky-bottom-footer {
- // Remove padding below footer.
- padding-bottom: 0;
-}
-
-.container {
- max-width: $max-content-width;
-}
-
-// Profile
-.profile {
- img {
- width: 100%;
- }
-}
-
-// TODO: redefine content layout.
-
-
-/******************************************************************************
- * Publications
- ******************************************************************************/
-
-// TODO: redefine publications layout.
-
-
-/*****************************************************************************
-* Projects
-*****************************************************************************/
-
-// TODO: redefine projects layout.
diff --git a/_sass/_themes.scss b/_sass/_themes.scss
deleted file mode 100644
index d049e86..0000000
--- a/_sass/_themes.scss
+++ /dev/null
@@ -1,65 +0,0 @@
-/*******************************************************************************
- * Themes
- ******************************************************************************/
-
-:root {
- --global-bg-color: #{$white-color};
- --global-code-bg-color: #{$code-bg-color-light};
- --global-text-color: #{$black-color};
- --global-text-color-light: #{$grey-color};
- --global-theme-color: #{$blue-color-dark};
- --global-hover-color: #{$blue-color-dark};
- --global-footer-bg-color: #{$grey-color-dark};
- --global-footer-text-color: #{$grey-color-light};
- --global-footer-link-color: #{$white-color};
- --global-distill-app-color: #{$grey-color};
- --global-divider-color: rgba(0,0,0,.1);
- --global-card-bg-color: #{$white-color};
-
- .fa-sun {
- display : none;
- }
- .fa-moon {
- padding-left: 10px;
- padding-top: 12px;
- display : block;
- }
-
- .repo-img-light {
- display: block;
- }
- .repo-img-dark {
- display: none;
- }
-}
-
-html[data-theme='dark'] {
- --global-bg-color: #{$grey-color-dark};
- --global-code-bg-color: #{$code-bg-color-dark};
- --global-text-color: #{$grey-color-light};
- --global-text-color-light: #{$grey-color-light};
- --global-theme-color: #{$cyan-color};
- --global-hover-color: #{$cyan-color};
- --global-footer-bg-color: #{$grey-color-light};
- --global-footer-text-color: #{$grey-color-dark};
- --global-footer-link-color: #{$black-color};
- --global-distill-app-color: #{$grey-color-light};
- --global-divider-color: #424246;
- --global-card-bg-color: #{$grey-900};
-
- .fa-sun {
- padding-left: 10px;
- padding-top: 12px;
- display : block;
- }
- .fa-moon {
- display : none;
- }
-
- .repo-img-light {
- display: none;
- }
- .repo-img-dark {
- display: block;
- }
-}
diff --git a/_sass/_variables.scss b/_sass/_variables.scss
deleted file mode 100644
index b050aa6..0000000
--- a/_sass/_variables.scss
+++ /dev/null
@@ -1,38 +0,0 @@
-/*******************************************************************************
- * Variables used throughout the theme.
- * To adjust anything, simply edit the variables below and rebuild the theme.
- ******************************************************************************/
-
-
-// Colors
-$red-color: #FF3636 !default;
-$red-color-dark: #B71C1C !default;
-$orange-color: #F29105 !default;
-$blue-color: #0076df !default;
-$blue-color-dark: #00369f !default;
-$cyan-color: #2698BA !default;
-$light-cyan-color: lighten($cyan-color, 25%);
-$green-color: #00ab37 !default;
-$green-color-lime: #B7D12A !default;
-$green-color-dark: #009f06 !default;
-$green-color-light: #ddffdd !default;
-$green-color-bright: #11D68B !default;
-$purple-color: #B509AC !default;
-$light-purple-color: lighten($purple-color, 25%);
-$pink-color: #f92080 !default;
-$pink-color-light: #ffdddd !default;
-$yellow-color: #efcc00 !default;
-
-$grey-color: #828282 !default;
-$grey-color-light: lighten($grey-color, 40%);
-$grey-color-dark: #1C1C1D;
-$grey-900: #212529;
-
-$white-color: #ffffff !default;
-$black-color: #000000 !default;
-
-
-// Theme colors
-
-$code-bg-color-light: rgba($purple-color, 0.05);
-$code-bg-color-dark: #2c3237 !default;
diff --git a/assets/css/main.css b/assets/css/main.css
new file mode 100644
index 0000000..f359436
--- /dev/null
+++ b/assets/css/main.css
@@ -0,0 +1,4 @@
+:root{--global-bg-color:#fff;--global-code-bg-color:rgba(181,9,172,0.05);--global-text-color:#000;--global-text-color-light:#828282;--global-theme-color:#00369f;--global-hover-color:#00369f;--global-footer-bg-color:#1c1c1d;--global-footer-text-color:#e8e8e8;--global-footer-link-color:#fff;--global-distill-app-color:#828282;--global-divider-color:rgba(0,0,0,.1);--global-card-bg-color:#fff}:root .fa-sun{display:none}:root .fa-moon{padding-left:10px;padding-top:12px;display:block}:root .repo-img-light{display:block}:root .repo-img-dark{display:none}html[data-theme=dark]{--global-bg-color:#1c1c1d;--global-code-bg-color:#2c3237;--global-text-color:#e8e8e8;--global-text-color-light:#e8e8e8;--global-theme-color:#2698ba;--global-hover-color:#2698ba;--global-footer-bg-color:#e8e8e8;--global-footer-text-color:#1c1c1d;--global-footer-link-color:#000;--global-distill-app-color:#e8e8e8;--global-divider-color:#424246;--global-card-bg-color:#212529}html[data-theme=dark] .fa-sun{padding-left:10px;padding-top:12px;display:block}html[data-theme=dark] .fa-moon{display:none}html[data-theme=dark] .repo-img-light{display:none}html[data-theme=dark] .repo-img-dark{display:block}body{padding-bottom:70px;color:var(--global-text-color);background-color:var(--global-bg-color);font-family:Arial,Helvetica,sans-serif}body h1,body h2,body h3,body h4,body h5,body h6{scroll-margin-top:66px}body.fixed-top-nav{padding-top:56px}body.sticky-bottom-footer{padding-bottom:0}.container{max-width:800px}.profile img{width:100%}p,h1,h2,h3,h4,h5,h6,em,div,li,span,strong{color:var(--global-text-color)}hr{border-top:1px solid var(--global-divider-color)}table td,table th{color:var(--global-text-color)}table td{font-size:1rem}a,table.table a{color:var(--global-theme-color)}a:hover,table.table a:hover{color:var(--global-theme-color);text-decoration:underline}a:hover:after :not(.nav-item.dropdown),table.table a:hover:after :not(.nav-item.dropdown){width:100%}figure,img{max-width:90vw}blockquote{background:var(--global-bg-color);border-left:2px solid var(--global-theme-color);margin:1.5em 10px;padding:.5em 10px;font-size:1.2rem}.equation{margin-bottom:1rem;text-align:center}.caption{font-size:.875rem;margin-top:.75rem;margin-bottom:1.5rem;text-align:center}.card{background-color:var(--global-card-bg-color)}.card img{width:100%}.card .card-title{color:var(--global-text-color)}.card .card-item{width:auto;margin-bottom:10px}.card .card-item .row{display:flex;align-items:center}.citation,.citation-number{color:var(--global-theme-color)}.profile{width:100%}.profile .address{margin-bottom:5px;margin-top:5px;font-family:monospace}.profile .address p{display:inline-block;margin:0}.profile.float-right{margin-left:1rem}.profile.float-left{margin-right:1rem}@media(min-width:576px){.profile{width:30%}.profile .address p{display:block}}.post-description{margin-bottom:2rem;font-size:.875rem}.post-description a{color:inherit}.post-description a:hover{color:var(--global-theme-color);text-decoration:none}.navbar{box-shadow:none;border-bottom:1px solid var(--global-divider-color);background-color:var(--global-bg-color);opacity:.95}.navbar .dropdown-menu{background-color:var(--global-bg-color);border:1px solid var(--global-divider-color)}.navbar .dropdown-menu a:not(.active){color:var(--global-text-color)}.navbar .dropdown-menu a:hover{color:var(--global-hover-color)}.navbar .dropdown-menu .dropdown-divider{border-top:1px solid var(--global-divider-color)!important}.dropdown-item{color:var(--global-text-color)}.dropdown-item:hover{color:var(--global-hover-color);background-color:var(--global-bg-color)}.navbar.navbar-light a:hover{text-decoration:none}.navbar.navbar-light .navbar-brand{color:var(--global-text-color)}.navbar.navbar-light .navbar-nav .nav-item .nav-link{color:var(--global-text-color)}.navbar.navbar-light .navbar-nav .nav-item .nav-link:hover{color:var(--global-hover-color)}.navbar.navbar-light .navbar-nav .nav-item.active>.nav-link{background-color:inherit;font-weight:bolder;color:var(--global-theme-color)}.navbar.navbar-light .navbar-nav .nav-item.active>.nav-link:hover{color:var(--global-hover-color)}.navbar.navbar-light .navbar-brand.social{padding-bottom:0;padding-top:0;font-size:1.7rem}.navbar.navbar-light .navbar-brand.social a i::before{color:var(--global-text-color);transition-property:all .2s ease-in-out}.navbar.navbar-light .navbar-brand.social a:hover i::before{color:var(--global-theme-color)}.navbar-toggler .icon-bar{display:block;width:22px;height:2px;background-color:var(--global-text-color);border-radius:1px;margin-bottom:4px;transition:all .2s}.navbar-toggler .top-bar{transform:rotate(45deg);transform-origin:10% 10%}.navbar-toggler .middle-bar{opacity:0}.navbar-toggler .bottom-bar{transform:rotate(-45deg);transform-origin:10% 90%}.navbar-toggler.collapsed .top-bar{transform:rotate(0)}.navbar-toggler.collapsed .middle-bar{opacity:1}.navbar-toggler.collapsed .bottom-bar{transform:rotate(0)}#light-toggle{padding:0;border:0;background-color:inherit;color:var(--global-text-color)}
+#light-toggle:hover{color:var(--global-hover-color)}.social{text-align:center}.social .contact-icons{font-size:4rem}.social .contact-icons a i::before{color:var(--global-text-color);transition-property:all .2s ease-in-out}.social .contact-icons a:hover i::before{color:var(--global-theme-color)}.social .contact-note{font-size:.8rem}footer.fixed-bottom{background-color:var(--global-footer-bg-color);font-size:.75rem}footer.fixed-bottom .container{color:var(--global-footer-text-color);padding-top:9px;padding-bottom:8px}footer.fixed-bottom a{color:var(--global-footer-link-color)}footer.fixed-bottom a:hover{color:var(--global-theme-color);text-decoration:none}footer.sticky-bottom{border-top:1px solid var(--global-divider-color);padding-top:40px;padding-bottom:40px;font-size:.9rem}.cv{margin-bottom:40px}.cv .card{background-color:var(--global-card-bg-color);border:1px solid var(--global-divider-color)}.cv .card .list-group-item{background-color:inherit;border-color:var(--global-divider-color)}.cv .card .list-group-item .badge{color:var(--global-card-bg-color)!important;background-color:var(--global-theme-color)!important}@media(min-width:768px){.repo{max-width:50%}}.header-bar{border-bottom:1px solid var(--global-divider-color);text-align:center;padding-top:2rem;padding-bottom:3rem}.header-bar h1{color:var(--global-theme-color);font-size:5rem}.tag-list{border-bottom:1px solid var(--global-divider-color);text-align:center;padding-top:1rem}.tag-list ul{justify-content:center;display:flow-root}.tag-list ul p,.tag-list ul li{list-style:none;display:inline-block;padding:1rem .5rem;color:var(--global-text-color-light)}.post-list{margin:0;margin-bottom:40px;padding:0}.post-list li{border-bottom:1px solid var(--global-divider-color);list-style:none;padding-top:2rem;padding-bottom:2rem}.post-list li .post-meta{color:var(--global-text-color-light);font-size:.875rem;margin-bottom:0}.post-list li .post-tags{color:var(--global-text-color-light);font-size:.875rem;padding-top:.25rem;padding-bottom:0}.post-list li a{color:var(--global-text-color);text-decoration:none}.post-list li a:hover{color:var(--global-theme-color)}.pagination .page-item .page-link{color:var(--global-text-color)}.pagination .page-item .page-link:hover{color:#000}.pagination .page-item.active .page-link{color:#fff;background-color:var(--global-theme-color)}.pagination .page-item.active .page-link:hover{background-color:var(--global-theme-color)}.distill a:hover{border-bottom-color:var(--global-theme-color);text-decoration:none}.projects a{text-decoration:none}.projects a:hover .card-title{color:var(--global-theme-color)}.projects .card img{width:100%}.projects .card-item{width:auto;margin-bottom:10px}.projects .card-item .row{display:flex;align-items:center}.projects .grid-sizer,.projects .grid-item{width:250px;margin-bottom:10px}.projects h2.category{color:var(--global-divider-color);border-bottom:1px solid var(--global-divider-color);padding-top:.5rem;margin-top:2rem;margin-bottom:1rem;text-align:right}.publications{margin-top:2rem}.publications h1{color:var(--global-theme-color);font-size:2rem;text-align:center;margin-top:1em;margin-bottom:1em}.publications h2{margin-bottom:1rem}.publications h2 span{font-size:1.5rem}.publications h2.year{color:var(--global-divider-color);border-top:1px solid var(--global-divider-color);padding-top:1rem;margin-top:2rem;margin-bottom:-2rem;text-align:right}.publications ol.bibliography{list-style:none;padding:0;margin-top:0}.publications ol.bibliography li{margin-bottom:1rem}.publications ol.bibliography li .preview{width:100%;min-width:80px;max-width:200px}.publications ol.bibliography li .abbr{height:2rem;margin-bottom:.5rem}.publications ol.bibliography li .abbr abbr{display:inline-block;background-color:var(--global-theme-color);padding-left:1rem;padding-right:1rem}.publications ol.bibliography li .abbr abbr a{color:white}.publications ol.bibliography li .abbr abbr a:hover{text-decoration:none}.publications ol.bibliography li .abbr .award{color:var(--global-theme-color)!important;border:1px solid var(--global-theme-color)}.publications ol.bibliography li .title{font-weight:bolder}.publications ol.bibliography li .author a{border-bottom:1px dashed var(--global-theme-color)}.publications ol.bibliography li .author a:hover{border-bottom-style:solid;text-decoration:none}.publications ol.bibliography li .author>em{border-bottom:1px solid;font-style:normal}.publications ol.bibliography li .author>span.more-authors{color:var(--global-text-color-light);border-bottom:1px dashed var(--global-text-color-light);cursor:pointer}.publications ol.bibliography li .author>span.more-authors:hover{color:var(--global-text-color);border-bottom:1px dashed var(--global-text-color)}.publications ol.bibliography li .links a.btn{color:var(--global-text-color);border:1px solid var(--global-text-color);padding-left:1rem;padding-right:1rem;padding-top:.25rem;padding-bottom:.25rem}.publications ol.bibliography li .links a.btn:hover{color:var(--global-theme-color);border-color:var(--global-theme-color)}
+.publications ol.bibliography li .badges span{display:inline-block;color:#000;height:100%;padding-left:.5rem;vertical-align:middle}.publications ol.bibliography li .badges span:hover{text-decoration:underline}.publications ol.bibliography li .hidden{font-size:.875rem;max-height:0;overflow:hidden;text-align:justify;transition-property:.15s ease;-moz-transition:.15s ease;-ms-transition:.15s ease;-o-transition:.15s ease;transition:all .15s ease}.publications ol.bibliography li .hidden p{line-height:1.4em;margin:10px}.publications ol.bibliography li .hidden pre{font-size:1em;line-height:1.4em;padding:10px}.publications ol.bibliography li .hidden.open{max-height:100em;transition-property:.15s ease;-moz-transition:.15s ease;-ms-transition:.15s ease;-o-transition:.15s ease;transition:all .15s ease}.publications ol.bibliography li div.abstract.hidden{border:dashed 1px var(--global-bg-color)}.publications ol.bibliography li div.abstract.hidden.open{border-color:var(--global-text-color)}figure.highlight{margin:0 0 1rem}pre{color:var(--global-theme-color);background-color:var(--global-code-bg-color);border-radius:6px;padding:6px 12px}pre pre,pre code{background-color:transparent;border-radius:0;padding:0}code{color:var(--global-theme-color);background-color:var(--global-code-bg-color);border-radius:3px;padding:3px 3px}html.transition,html.transition *,html.transition *:before,html.transition *:after{transition:all 750ms!important;transition-delay:0!important}.post .post-meta{color:var(--global-text-color-light);font-size:.875rem;margin-bottom:0}.post .post-tags{color:var(--global-text-color-light);font-size:.875rem;padding-top:.25rem;padding-bottom:1rem}.post .post-tags a{color:var(--global-text-color-light);text-decoration:none}.post .post-tags a:hover{color:var(--global-theme-color)}.post .post-content blockquote{border-left:5px solid var(--global-theme-color);padding:8px}progress{position:fixed;left:0;top:56px;z-index:10;width:100%;height:1px;-webkit-appearance:none;-moz-appearance:none;appearance:none;border:0;background-color:transparent;color:var(--global-theme-color)}progress::-webkit-progress-bar{background-color:transparent}progress::-webkit-progress-value{background-color:var(--global-theme-color)}progress::-moz-progress-bar{background-color:var(--global-theme-color)}.progress-container{width:100%;background-color:transparent;position:fixed;top:56px;left:0;height:5px;display:block}.progress-bar{background-color:var(--global-theme-color);width:0;display:block;height:inherit}d-byline{border-top-color:var(--global-divider-color)!important}d-byline h3{color:var(--global-text-color)!important}d-byline a,d-article d-byline a{color:var(--global-text-color)!important}d-byline a:hover,d-article d-byline 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a.footnote-backlink:hover{color:var(--global-hover-color)!important}@media(max-width:1024px){d-article d-contents{display:block;grid-column-start:2;grid-column-end:-2;padding-bottom:.5em;margin-bottom:1em;padding-top:.5em;width:100%;border:1px solid var(--global-divider-color)}d-article d-contents nav{grid-column:none}
+}
\ No newline at end of file
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@@ -0,0 +1 @@
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* Variables used throughout the theme.\n * To adjust anything, simply edit the variables below and rebuild the theme.\n ******************************************************************************/\n\n\n// Colors\n$red-color: #FF3636 !default;\n$red-color-dark: #B71C1C !default;\n$orange-color: #F29105 !default;\n$blue-color: #0076df !default;\n$blue-color-dark: #00369f !default;\n$cyan-color: #2698BA !default;\n$light-cyan-color: lighten($cyan-color, 25%);\n$green-color: #00ab37 !default;\n$green-color-lime: #B7D12A !default;\n$green-color-dark: #009f06 !default;\n$green-color-light: #ddffdd !default;\n$green-color-bright: #11D68B !default;\n$purple-color: #B509AC !default;\n$light-purple-color: lighten($purple-color, 25%);\n$pink-color: #f92080 !default;\n$pink-color-light: #ffdddd !default;\n$yellow-color: #efcc00 !default;\n\n$grey-color: #828282 !default;\n$grey-color-light: lighten($grey-color, 40%);\n$grey-color-dark: #1C1C1D;\n$grey-900: #212529;\n\n$white-color: #ffffff !default;\n$black-color: #000000 !default;\n\n\n// Theme colors\n\n$code-bg-color-light: rgba($purple-color, 0.05);\n$code-bg-color-dark: #2c3237 !default;\n","/*******************************************************************************\n * Themes\n ******************************************************************************/\n \n:root {\n --global-bg-color: #{$white-color};\n --global-code-bg-color: #{$code-bg-color-light};\n --global-text-color: #{$black-color};\n --global-text-color-light: #{$grey-color};\n --global-theme-color: #{$blue-color-dark};\n --global-hover-color: #{$blue-color-dark};\n --global-footer-bg-color: #{$grey-color-dark};\n --global-footer-text-color: #{$grey-color-light};\n --global-footer-link-color: #{$white-color};\n --global-distill-app-color: #{$grey-color};\n --global-divider-color: rgba(0,0,0,.1);\n --global-card-bg-color: #{$white-color};\n\n .fa-sun {\n display : none;\n }\n .fa-moon {\n padding-left: 10px;\n padding-top: 12px;\n display : block;\n }\n\n .repo-img-light {\n display: block;\n }\n .repo-img-dark {\n display: none;\n }\n}\n\nhtml[data-theme='dark'] {\n --global-bg-color: #{$grey-color-dark};\n --global-code-bg-color: #{$code-bg-color-dark};\n --global-text-color: #{$grey-color-light};\n --global-text-color-light: #{$grey-color-light};\n --global-theme-color: #{$cyan-color};\n --global-hover-color: #{$cyan-color};\n --global-footer-bg-color: #{$grey-color-light};\n --global-footer-text-color: #{$grey-color-dark};\n --global-footer-link-color: #{$black-color};\n --global-distill-app-color: #{$grey-color-light};\n --global-divider-color: #424246;\n --global-card-bg-color: #{$grey-900};\n\n .fa-sun {\n padding-left: 10px;\n padding-top: 12px;\n display : block;\n }\n .fa-moon {\n display : none;\n }\n\n .repo-img-light {\n display: none;\n }\n .repo-img-dark {\n display: block;\n }\n}\n","/******************************************************************************\n * Content\n ******************************************************************************/\n\nbody {\n padding-bottom: 70px;\n color: var(--global-text-color);\n background-color: var(--global-bg-color);\n font-family: Arial, Helvetica, sans-serif;\n\n h1, h2, h3, h4, h5, h6 {\n scroll-margin-top: 66px;\n }\n}\n\nbody.fixed-top-nav {\n // Add some padding for the nav-bar.\n padding-top: 56px;\n}\n\nbody.sticky-bottom-footer {\n // Remove padding below footer.\n padding-bottom: 0;\n}\n\n.container {\n max-width: $max-content-width;\n}\n\n// Profile\n.profile {\n img {\n width: 100%;\n }\n}\n\n// TODO: redefine content layout.\n\n\n/******************************************************************************\n * Publications\n ******************************************************************************/\n\n// TODO: redefine publications layout.\n\n\n/*****************************************************************************\n* Projects\n*****************************************************************************/\n\n// TODO: redefine projects layout.\n","@charset \"utf-8\";\n\n// Dimensions\n$max-content-width: 800px;\n\n@import\n \"variables\",\n \"themes\",\n \"layout\",\n \"base\",\n \"distill\"\n;\n","/*******************************************************************************\n * Styles for the base elements of the theme.\n ******************************************************************************/\n\n// Typography\n\np, h1, h2, h3, h4, h5, h6, em, div, li, span, strong {\n color: var(--global-text-color);\n}\n\nhr {\n border-top: 1px solid var(--global-divider-color);\n}\n\ntable {\n td, th {\n color: var(--global-text-color);\n }\n td {\n font-size: 1rem;\n }\n}\n\na, table.table a {\n color: var(--global-theme-color);\n &:hover {\n color: var(--global-theme-color);\n text-decoration: underline;\n }\n &:hover:after :not(.nav-item.dropdown) {\n width: 100%;\n }\n}\n\nfigure, img {\n max-width: 90vw;\n}\n\nblockquote {\n background: var(--global-bg-color);\n border-left: 2px solid var(--global-theme-color);\n margin: 1.5em 10px;\n padding: 0.5em 10px;\n font-size: 1.2rem;\n}\n\n// Math\n\n.equation {\n margin-bottom: 1rem;\n text-align: center;\n}\n\n// Caption\n\n.caption {\n font-size: 0.875rem;\n margin-top: 0.75rem;\n margin-bottom: 1.5rem;\n text-align: center;\n}\n\n// Card\n\n.card {\n background-color: var(--global-card-bg-color);\n\n img {\n width: 100%;\n }\n\n .card-title {\n color: var(--global-text-color);\n }\n\n .card-item {\n width: auto;\n margin-bottom: 10px;\n\n .row {\n display: flex;\n align-items: center;\n }\n }\n}\n\n// Citation\n\n.citation, .citation-number {\n color: var(--global-theme-color);\n}\n\n// Profile\n\n.profile {\n width: 100%;\n\n .address {\n margin-bottom: 5px;\n margin-top: 5px;\n font-family: monospace;\n p {\n display: inline-block;\n margin: 0;\n }\n }\n}\n.profile.float-right{\n margin-left: 1rem;\n}\n.profile.float-left{\n margin-right: 1rem;\n}\n\n@media (min-width: 576px) {\n .profile {\n width: 30%;\n .address {\n p { display: block; }\n }\n }\n}\n\n.post-description {\n margin-bottom: 2rem;\n font-size: 0.875rem;\n a {\n color: inherit;\n &:hover {\n color: var(--global-theme-color);\n text-decoration: none;\n }\n }\n}\n\n\n// Navbar customization\n\n.navbar {\n box-shadow: none;\n border-bottom: 1px solid var(--global-divider-color);\n background-color: var(--global-bg-color);\n opacity: 0.95;\n}\n.navbar .dropdown-menu {\n background-color: var(--global-bg-color);\n border: 1px solid var(--global-divider-color);\n a:not(.active) {\n color: var(--global-text-color);\n }\n a:hover {\n color: var(--global-hover-color);\n }\n .dropdown-divider {\n border-top: 1px solid var(--global-divider-color) !important;\n }\n}\n.dropdown-item {\n color: var(--global-text-color);\n &:hover {\n color: var(--global-hover-color);\n background-color: var(--global-bg-color);\n }\n}\n.navbar.navbar-light {\n a {\n &:hover {\n text-decoration: none;\n }\n }\n .navbar-brand {\n color: var(--global-text-color);\n }\n .navbar-nav .nav-item .nav-link {\n color: var(--global-text-color);\n &:hover {\n color: var(--global-hover-color);\n }\n }\n .navbar-nav .nav-item.active>.nav-link {\n background-color: inherit;\n font-weight: bolder;\n color: var(--global-theme-color);\n &:hover {\n color: var(--global-hover-color);\n }\n }\n .navbar-brand.social {\n padding-bottom: 0;\n padding-top: 0;\n font-size: 1.7rem;\n a {\n i::before {\n color: var(--global-text-color);\n transition-property: all 0.2s ease-in-out;\n }\n &:hover {\n i::before {\n color: var(--global-theme-color);\n }\n }\n }\n }\n}\n\n.navbar-toggler {\n .icon-bar {\n display: block;\n width: 22px;\n height: 2px;\n background-color: var(--global-text-color);\n border-radius: 1px;\n margin-bottom: 4px;\n transition: all 0.2s;\n }\n .top-bar {\n transform: rotate(45deg);\n transform-origin: 10% 10%;\n }\n .middle-bar {\n opacity: 0;\n }\n .bottom-bar {\n transform: rotate(-45deg);\n transform-origin: 10% 90%;\n }\n}\n\n.navbar-toggler.collapsed {\n .top-bar {\n transform: rotate(0);\n }\n .middle-bar {\n opacity: 1;\n }\n .bottom-bar {\n transform: rotate(0);\n }\n}\n\n#light-toggle {\n padding: 0;\n border: 0;\n background-color: inherit;\n color: var(--global-text-color);\n &:hover {\n color: var(--global-hover-color);\n }\n}\n\n// Social (bottom)\n\n.social {\n text-align: center;\n .contact-icons {\n font-size: 4rem;\n a {\n i::before {\n color: var(--global-text-color);\n transition-property: all 0.2s ease-in-out;\n }\n &:hover {\n i::before {\n color: var(--global-theme-color);\n }\n }\n }\n }\n .contact-note {\n font-size: 0.8rem;\n }\n}\n\n\n// Footer\nfooter.fixed-bottom {\n background-color: var(--global-footer-bg-color);\n font-size: 0.75rem;\n .container {\n color: var(--global-footer-text-color);\n padding-top: 9px;\n padding-bottom: 8px;\n }\n a {\n color: var(--global-footer-link-color);\n &:hover {\n color: var(--global-theme-color);\n text-decoration: none;\n }\n }\n}\n\nfooter.sticky-bottom {\n border-top: 1px solid var(--global-divider-color);\n padding-top: 40px;\n padding-bottom: 40px;\n font-size: 0.9rem;\n}\n\n// CV\n\n.cv {\n margin-bottom: 40px;\n \n .card {\n background-color: var(--global-card-bg-color);\n border: 1px solid var(--global-divider-color);\n \n .list-group-item {\n background-color: inherit;\n border-color: var(--global-divider-color);\n\n .badge {\n color: var(--global-card-bg-color) !important;\n background-color: var(--global-theme-color) !important;\n }\n }\n }\n}\n\n// Repositories\n\n@media (min-width: 768px) {\n .repo {\n max-width: 50%;\n }\n}\n\n// Blog\n\n.header-bar {\n border-bottom: 1px solid var(--global-divider-color);\n text-align: center;\n padding-top: 2rem;\n padding-bottom: 3rem;\n h1 {\n color: var(--global-theme-color);\n font-size: 5rem;\n }\n}\n\n.tag-list {\n border-bottom: 1px solid var(--global-divider-color);\n text-align: center;\n padding-top: 1rem;\n\n ul {\n justify-content: center;\n display: flow-root;\n\n p, li {\n list-style: none;\n display: inline-block;\n padding: 1rem 0.5rem;\n color: var(--global-text-color-light);\n }\n }\n}\n\n.post-list {\n margin: 0;\n margin-bottom: 40px;\n padding: 0;\n li {\n border-bottom: 1px solid var(--global-divider-color);\n list-style: none;\n padding-top: 2rem;\n padding-bottom: 2rem;\n .post-meta {\n color: var(--global-text-color-light);\n font-size: 0.875rem;\n margin-bottom: 0;\n }\n .post-tags {\n color: var(--global-text-color-light);\n font-size: 0.875rem;\n padding-top: 0.25rem;\n padding-bottom: 0;\n }\n a {\n color: var(--global-text-color);\n text-decoration: none;\n &:hover {\n color: var(--global-theme-color);\n }\n }\n }\n}\n\n.pagination {\n .page-item {\n .page-link {\n color: var(--global-text-color);\n &:hover {\n color: $black-color;\n }\n }\n &.active .page-link {\n color: $white-color;\n background-color: var(--global-theme-color);\n &:hover {\n background-color: var(--global-theme-color);\n }\n }\n }\n}\n\n\n// Distill\n\n.distill {\n a:hover {\n border-bottom-color: var(--global-theme-color);\n text-decoration: none;\n }\n}\n\n\n// Projects\n\n.projects {\n a {\n text-decoration: none;\n\n &:hover {\n .card-title {\n color: var(--global-theme-color);\n }\n }\n }\n\n .card {\n img {\n width: 100%;\n }\n }\n\n .card-item {\n width: auto;\n margin-bottom: 10px;\n\n .row {\n display: flex;\n align-items: center;\n }\n }\n\n .grid-sizer, .grid-item {\n width: 250px;\n margin-bottom: 10px;\n }\n\n h2.category {\n color: var(--global-divider-color);\n border-bottom: 1px solid var(--global-divider-color);\n padding-top: 0.5rem;\n margin-top: 2rem;\n margin-bottom: 1rem;\n text-align: right;\n }\n}\n\n\n// Publications\n\n.publications {\n margin-top: 2rem;\n h1 {\n color: var(--global-theme-color);\n font-size: 2rem;\n text-align: center;\n margin-top: 1em;\n margin-bottom: 1em;\n }\n h2 {\n margin-bottom: 1rem;\n span {\n font-size: 1.5rem;\n }\n }\n h2.year {\n color: var(--global-divider-color);\n border-top: 1px solid var(--global-divider-color);\n padding-top: 1rem;\n margin-top: 2rem;\n margin-bottom: -2rem;\n text-align: right;\n }\n ol.bibliography {\n list-style: none;\n padding: 0;\n margin-top: 0;\n\n li {\n margin-bottom: 1rem;\n .preview {\n width: 100%;\n min-width: 80px;\n max-width: 200px;\n }\n .abbr {\n height: 2rem;\n margin-bottom: 0.5rem;\n abbr {\n display: inline-block;\n background-color: var(--global-theme-color);\n padding-left: 1rem;\n padding-right: 1rem;\n a {\n color: white;\n &:hover {\n text-decoration: none;\n }\n }\n }\n .award {\n color: var(--global-theme-color) !important;\n border: 1px solid var(--global-theme-color);\n }\n }\n .title {\n font-weight: bolder;\n }\n .author {\n a {\n border-bottom: 1px dashed var(--global-theme-color);\n &:hover {\n border-bottom-style: solid;\n text-decoration: none;\n }\n }\n > em {\n border-bottom: 1px solid;\n font-style: normal;\n }\n > span.more-authors {\n color: var(--global-text-color-light);\n border-bottom: 1px dashed var(--global-text-color-light);\n cursor: pointer;\n &:hover {\n color: var(--global-text-color);\n border-bottom: 1px dashed var(--global-text-color);\n }\n }\n }\n .links {\n a.btn {\n color: var(--global-text-color);\n border: 1px solid var(--global-text-color);\n padding-left: 1rem;\n padding-right: 1rem;\n padding-top: 0.25rem;\n padding-bottom: 0.25rem;\n &:hover {\n color: var(--global-theme-color);\n border-color: var(--global-theme-color);\n }\n }\n }\n .badges {\n span {\n display: inline-block;\n color: $black-color;\n height: 100%;\n padding-left: 0.5rem;\n vertical-align: middle;\n &:hover {\n text-decoration: underline;\n }\n }\n }\n .hidden {\n font-size: 0.875rem;\n max-height: 0px;\n overflow: hidden;\n text-align: justify;\n transition-property: 0.15s ease;\n -moz-transition: 0.15s ease;\n -ms-transition: 0.15s ease;\n -o-transition: 0.15s ease;\n transition: all 0.15s ease;\n\n p {\n line-height: 1.4em;\n margin: 10px;\n }\n pre {\n font-size: 1em;\n line-height: 1.4em;\n padding: 10px;\n }\n }\n .hidden.open {\n max-height: 100em;\n transition-property: 0.15s ease;\n -moz-transition: 0.15s ease;\n -ms-transition: 0.15s ease;\n -o-transition: 0.15s ease;\n transition: all 0.15s ease;\n }\n div.abstract.hidden {\n border: dashed 1px var(--global-bg-color);\n }\n div.abstract.hidden.open {\n border-color: var(--global-text-color);\n }\n }\n }\n}\n\n// Rouge Color Customization\nfigure.highlight {\n margin: 0 0 1rem;\n}\n\npre {\n color: var(--global-theme-color);\n background-color: var(--global-code-bg-color);\n border-radius: 6px;\n padding: 6px 12px;\n pre, code {\n background-color: transparent;\n border-radius: 0;\n padding: 0;\n }\n}\n\ncode {\n color: var(--global-theme-color);\n background-color: var(--global-code-bg-color);\n border-radius: 3px;\n padding: 3px 3px;\n}\n\n\n// Transitioning Themes\nhtml.transition,\nhtml.transition *,\nhtml.transition *:before,\nhtml.transition *:after {\n transition: all 750ms !important;\n transition-delay: 0 !important;\n}\n\n// Extra Markdown style (post Customization)\n.post{\n .post-meta{\n color: var(--global-text-color-light);\n font-size: 0.875rem;\n margin-bottom: 0;\n }\n .post-tags{\n color: var(--global-text-color-light);\n font-size: 0.875rem;\n padding-top: 0.25rem;\n padding-bottom: 1rem;\n a {\n color: var(--global-text-color-light);\n text-decoration: none;\n &:hover {\n color: var(--global-theme-color);\n }\n }\n }\n .post-content{\n blockquote {\n border-left: 5px solid var(--global-theme-color);\n padding: 8px;\n }\n }\n}\n\nprogress {\n /* Positioning */\n position: fixed;\n left: 0;\n top: 56px;\n z-index: 10;\n \n /* Dimensions */\n width: 100%;\n height: 1px;\n \n /* Reset the appearance */\n -webkit-appearance: none;\n -moz-appearance: none;\n appearance: none;\n \n /* Get rid of the default border in Firefox/Opera. */\n border: none;\n \n /* Progress bar container for Firefox/IE10 */\n background-color: transparent;\n \n /* Progress bar value for IE10 */\n color: var(--global-theme-color);\n }\n \n progress::-webkit-progress-bar {\n background-color: transparent;\n }\n \n progress::-webkit-progress-value {\n background-color: var(--global-theme-color);\n }\n \n progress::-moz-progress-bar {\n background-color: var(--global-theme-color);\n }\n \n .progress-container {\n width: 100%;\n background-color: transparent;\n position: fixed;\n top: 56px;\n left: 0;\n height: 5px;\n display: block;\n }\n \n .progress-bar {\n background-color: var(--global-theme-color);\n width: 0%;\n display: block;\n height: inherit;\n }\n","/*******************************************************************************\n * Style overrides for distill blog posts.\n ******************************************************************************/\n\nd-byline {\n border-top-color: var(--global-divider-color) !important;\n}\n\nd-byline h3 {\n color: var(--global-text-color) !important;\n}\n\nd-byline a, d-article d-byline a {\n color: var(--global-text-color) !important;\n &:hover {\n color: var(--global-hover-color) !important;\n }\n}\n\nd-article {\n border-top-color: var(--global-divider-color) !important;\n p, h1, h2, h3, h4, h5, h6, li, table {\n color: var(--global-text-color) !important;\n }\n h1, h2, hr, table, table th, table td {\n border-bottom-color: var(--global-divider-color) !important;\n }\n a {\n color: var(--global-theme-color) !important;\n &:hover {\n color: var(--global-theme-color) !important;\n }\n }\n b i {\n display: inline;\n }\n\n d-contents {\n align-self: start;\n grid-column: 1 / 4;\n grid-row: auto / span 4;\n justify-self: end;\n margin-top: 0em;\n padding-left: 2em;\n padding-right: 3em;\n border-right: 1px solid var(--global-divider-color);\n width: calc(max(70%, 300px));\n margin-right: 0px;\n margin-top: 0em;\n display: grid;\n grid-template-columns:\n minmax(8px, 1fr) [toc] auto\n minmax(8px, 1fr) [toc-line] 1px\n minmax(32px, 2fr);\n\n nav {\n grid-column: toc;\n a {\n border-bottom: none !important;\n &:hover {\n border-bottom: 1px solid var(--global-text-color) !important;\n }\n }\n h3 {\n margin-top: 0;\n margin-bottom: 1em;\n }\n div {\n display: block;\n outline: none;\n margin-bottom: 0.8em;\n color: rgba(0, 0, 0, 0.8);\n font-weight: bold;\n }\n ul {\n padding-left: 1em;\n margin-top: 0;\n margin-bottom: 6px;\n list-style-type: none;\n li {\n margin-bottom: 0.25em;\n }\n }\n }\n .figcaption {\n line-height: 1.4em;\n }\n toc-line {\n border-right: 1px solid var(--global-divider-color);\n grid-column: toc-line;\n }\n }\n\n d-footnote {\n scroll-margin-top: 66px;\n }\n}\n\nd-appendix {\n border-top-color: var(--global-divider-color) !important;\n color: var(--global-distill-app-color) !important;\n h3, li, span {\n color: var(--global-distill-app-color) !important;\n }\n a, a.footnote-backlink {\n color: var(--global-distill-app-color) !important;\n &:hover {\n color: var(--global-hover-color) !important;\n }\n }\n}\n\n@media (max-width: 1024px) {\n d-article {\n d-contents {\n display: block;\n grid-column-start: 2;\n grid-column-end: -2;\n padding-bottom: 0.5em;\n margin-bottom: 1em;\n padding-top: 0.5em;\n width: 100%;\n border: 1px solid var(--global-divider-color);\n nav {\n grid-column: none;\n }\n }\n }\n}\n"],"file":"main.css"}
\ No newline at end of file
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+++ /dev/null
@@ -1,15 +0,0 @@
----
-# Only the main Sass file needs front matter (the dashes are enough)
----
-@charset "utf-8";
-
-// Dimensions
-$max-content-width: {{ site.max_width }};
-
-@import
- "variables",
- "themes",
- "layout",
- "base",
- "distill"
-;
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diff --git a/assets/img/thompson-480.webp b/assets/img/thompson-480.webp
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diff --git a/assets/img/thompson-800.webp b/assets/img/thompson-800.webp
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diff --git a/assets/img/uit-openviic-1400.webp b/assets/img/uit-openviic-1400.webp
new file mode 100644
index 0000000..611575a
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diff --git a/assets/img/uit-openviic-480.webp b/assets/img/uit-openviic-480.webp
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index 0000000..48edb4f
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diff --git a/assets/img/uit-openviic-800.webp b/assets/img/uit-openviic-800.webp
new file mode 100644
index 0000000..611575a
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diff --git a/assets/img/upar-certificate-1400.webp b/assets/img/upar-certificate-1400.webp
new file mode 100644
index 0000000..841d212
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diff --git a/assets/img/upar-certificate-480.webp b/assets/img/upar-certificate-480.webp
new file mode 100644
index 0000000..01a32d6
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diff --git a/assets/img/upar-certificate-800.webp b/assets/img/upar-certificate-800.webp
new file mode 100644
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diff --git a/assets/js/common.js b/assets/js/common.js
index 5ffcb50..72d77e8 100644
--- a/assets/js/common.js
+++ b/assets/js/common.js
@@ -1,11 +1 @@
-$(document).ready(function() {
- $('a.abstract').click(function() {
- $(this).parent().parent().find(".abstract.hidden").toggleClass('open');
- $(this).parent().parent().find(".bibtex.hidden.open").toggleClass('open');
- });
- $('a.bibtex').click(function() {
- $(this).parent().parent().find(".bibtex.hidden").toggleClass('open');
- $(this).parent().parent().find(".abstract.hidden.open").toggleClass('open');
- });
- $('a').removeClass('waves-effect waves-light');
-});
+$(document).ready(function(){$("a.abstract").click(function(){$(this).parent().parent().find(".abstract.hidden").toggleClass("open"),$(this).parent().parent().find(".bibtex.hidden.open").toggleClass("open")}),$("a.bibtex").click(function(){$(this).parent().parent().find(".bibtex.hidden").toggleClass("open"),$(this).parent().parent().find(".abstract.hidden.open").toggleClass("open")}),$("a").removeClass("waves-effect waves-light")});
\ No newline at end of file
diff --git a/assets/js/dark_mode.js b/assets/js/dark_mode.js
index c8d4d96..26312e4 100644
--- a/assets/js/dark_mode.js
+++ b/assets/js/dark_mode.js
@@ -1,8 +1 @@
-document.addEventListener('DOMContentLoaded', function() {
- const mode_toggle = document.getElementById("light-toggle");
-
- mode_toggle.addEventListener("click", function() {
- toggleTheme(localStorage.getItem("theme"));
- });
-});
-
+document.addEventListener("DOMContentLoaded",function(){document.getElementById("light-toggle").addEventListener("click",function(){toggleTheme(localStorage.getItem("theme"))})});
\ No newline at end of file
diff --git a/assets/js/distillpub/overrides.js b/assets/js/distillpub/overrides.js
index 2d83962..066b8ef 100644
--- a/assets/js/distillpub/overrides.js
+++ b/assets/js/distillpub/overrides.js
@@ -1,24 +1 @@
-$(document).ready(function() {
- // Override styles of the footnotes.
- document.querySelectorAll("d-footnote").forEach(function(footnote) {
- footnote.shadowRoot.querySelector("sup > span")
- .setAttribute("style", "color: var(--global-theme-color);");
- footnote.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet
- .insertRule(".panel {background-color: var(--global-bg-color) !important;}");
- footnote.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet
- .insertRule(".panel {border-color: var(--global-divider-color) !important;}");
- });
- // Override styles of the citations.
- document.querySelectorAll("d-cite").forEach(function(cite) {
- cite.shadowRoot.querySelector("div > span")
- .setAttribute("style", "color: var(--global-theme-color);");
- cite.shadowRoot.querySelector("style").sheet
- .insertRule("ul li a {color: var(--global-text-color) !important; text-decoration: none;}");
- cite.shadowRoot.querySelector("style").sheet
- .insertRule("ul li a:hover {color: var(--global-theme-color) !important;}");
- cite.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet
- .insertRule(".panel {background-color: var(--global-bg-color) !important;}");
- cite.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet
- .insertRule(".panel {border-color: var(--global-divider-color) !important;}");
- });
-})
\ No newline at end of file
+$(document).ready(function(){document.querySelectorAll("d-footnote").forEach(function(o){o.shadowRoot.querySelector("sup > span").setAttribute("style","color: var(--global-theme-color);"),o.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet.insertRule(".panel {background-color: var(--global-bg-color) !important;}"),o.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet.insertRule(".panel {border-color: var(--global-divider-color) !important;}")}),document.querySelectorAll("d-cite").forEach(function(o){o.shadowRoot.querySelector("div > span").setAttribute("style","color: var(--global-theme-color);"),o.shadowRoot.querySelector("style").sheet.insertRule("ul li a {color: var(--global-text-color) !important; text-decoration: none;}"),o.shadowRoot.querySelector("style").sheet.insertRule("ul li a:hover {color: var(--global-theme-color) !important;}"),o.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet.insertRule(".panel {background-color: var(--global-bg-color) !important;}"),o.shadowRoot.querySelector("d-hover-box").shadowRoot.querySelector("style").sheet.insertRule(".panel {border-color: var(--global-divider-color) !important;}")})});
\ No newline at end of file
diff --git a/assets/js/distillpub/template.v2.js b/assets/js/distillpub/template.v2.js
index 4ddc61f..a05e82b 100644
--- a/assets/js/distillpub/template.v2.js
+++ b/assets/js/distillpub/template.v2.js
@@ -1,9247 +1,67 @@
-(function (factory) {
- typeof define === 'function' && define.amd ? define(factory) :
- factory();
-}((function () { 'use strict';
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- const days = ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday'];
- const months = ['Jan.', 'Feb.', 'March', 'April', 'May', 'June', 'July', 'Aug.', 'Sept.', 'Oct.', 'Nov.', 'Dec.'];
- const zeroPad = n => n < 10 ? '0' + n : n;
-
- const RFC = function(date) {
- const day = days[date.getDay()].substring(0, 3);
- const paddedDate = zeroPad(date.getDate());
- const month = months[date.getMonth()].substring(0,3);
- const year = date.getFullYear().toString();
- const hours = date.getUTCHours().toString();
- const minutes = date.getUTCMinutes().toString();
- const seconds = date.getUTCSeconds().toString();
- return `${day}, ${paddedDate} ${month} ${year} ${hours}:${minutes}:${seconds} Z`;
- };
-
- const objectFromMap = function(map) {
- const object = Array.from(map).reduce((object, [key, value]) => (
- Object.assign(object, { [key]: value }) // Be careful! Maps can have non-String keys; object literals can't.
- ), {});
- return object;
- };
-
- const mapFromObject = function(object) {
- const map = new Map();
- for (var property in object) {
- if (object.hasOwnProperty(property)) {
- map.set(property, object[property]);
- }
- }
- return map;
- };
-
- class Author {
-
- // constructor(name='', personalURL='', affiliation='', affiliationURL='') {
- // this.name = name; // 'Chris Olah'
- // this.personalURL = personalURL; // 'https://colah.github.io'
- // this.affiliation = affiliation; // 'Google Brain'
- // this.affiliationURL = affiliationURL; // 'https://g.co/brain'
- // }
-
- constructor(object) {
- this.name = object.author; // 'Chris Olah'
- this.personalURL = object.authorURL; // 'https://colah.github.io'
- this.affiliation = object.affiliation; // 'Google Brain'
- this.affiliationURL = object.affiliationURL; // 'https://g.co/brain'
- this.affiliations = object.affiliations || []; // new-style affiliations
- }
-
- // 'Chris'
- get firstName() {
- const names = this.name.split(' ');
- return names.slice(0, names.length - 1).join(' ');
- }
-
- // 'Olah'
- get lastName() {
- const names = this.name.split(' ');
- return names[names.length -1];
- }
- }
-
- function mergeFromYMLFrontmatter(target, source) {
- target.title = source.title;
- if (source.published) {
- if (source.published instanceof Date) {
- target.publishedDate = source.published;
- } else if (source.published.constructor === String) {
- target.publishedDate = new Date(source.published);
- }
- }
- if (source.publishedDate) {
- if (source.publishedDate instanceof Date) {
- target.publishedDate = source.publishedDate;
- } else if (source.publishedDate.constructor === String) {
- target.publishedDate = new Date(source.publishedDate);
- } else {
- console.error('Don\'t know what to do with published date: ' + source.publishedDate);
- }
- }
- target.description = source.description;
- target.authors = source.authors.map( (authorObject) => new Author(authorObject));
- target.katex = source.katex;
- target.password = source.password;
- if (source.doi) {
- target.doi = source.doi;
- }
- }
-
- class FrontMatter {
- constructor() {
- this.title = 'unnamed article'; // 'Attention and Augmented Recurrent Neural Networks'
- this.description = ''; // 'A visual overview of neural attention...'
- this.authors = []; // Array of Author(s)
-
- this.bibliography = new Map();
- this.bibliographyParsed = false;
- // {
- // 'gregor2015draw': {
- // 'title': 'DRAW: A recurrent neural network for image generation',
- // 'author': 'Gregor, Karol and Danihelka, Ivo and Graves, Alex and Rezende, Danilo Jimenez and Wierstra, Daan',
- // 'journal': 'arXiv preprint arXiv:1502.04623',
- // 'year': '2015',
- // 'url': 'https://arxiv.org/pdf/1502.04623.pdf',
- // 'type': 'article'
- // },
- // }
-
- // Citation keys should be listed in the order that they are appear in the document.
- // Each key refers to a key in the bibliography dictionary.
- this.citations = []; // [ 'gregor2015draw', 'mercier2011humans' ]
- this.citationsCollected = false;
-
- //
- // Assigned from posts.csv
- //
-
- // publishedDate: 2016-09-08T07:00:00.000Z,
- // tags: [ 'rnn' ],
- // distillPath: '2016/augmented-rnns',
- // githubPath: 'distillpub/post--augmented-rnns',
- // doiSuffix: 1,
-
- //
- // Assigned from journal
- //
- this.journal = {};
- // journal: {
- // 'title': 'Distill',
- // 'full_title': 'Distill',
- // 'abbrev_title': 'Distill',
- // 'url': 'http://distill.pub',
- // 'doi': '10.23915/distill',
- // 'publisherName': 'Distill Working Group',
- // 'publisherEmail': 'admin@distill.pub',
- // 'issn': '2476-0757',
- // 'editors': [...],
- // 'committee': [...]
- // }
- // volume: 1,
- // issue: 9,
-
- this.katex = {};
-
- //
- // Assigned from publishing process
- //
-
- // githubCompareUpdatesUrl: 'https://github.com/distillpub/post--augmented-rnns/compare/1596e094d8943d2dc0ea445d92071129c6419c59...3bd9209e0c24d020f87cf6152dcecc6017cbc193',
- // updatedDate: 2017-03-21T07:13:16.000Z,
- // doi: '10.23915/distill.00001',
- this.doi = undefined;
- this.publishedDate = undefined;
- }
-
- // Example:
- // title: Demo Title Attention and Augmented Recurrent Neural Networks
- // published: Jan 10, 2017
- // authors:
- // - Chris Olah:
- // - Shan Carter: http://shancarter.com
- // affiliations:
- // - Google Brain:
- // - Google Brain: http://g.co/brain
-
- //
- // Computed Properties
- //
-
- // 'http://distill.pub/2016/augmented-rnns',
- set url(value) {
- this._url = value;
- }
- get url() {
- if (this._url) {
- return this._url;
- } else if (this.distillPath && this.journal.url) {
- return this.journal.url + '/' + this.distillPath;
- } else if (this.journal.url) {
- return this.journal.url;
- }
- }
-
- // 'https://github.com/distillpub/post--augmented-rnns',
- get githubUrl() {
- if (this.githubPath) {
- return 'https://github.com/' + this.githubPath;
- } else {
- return undefined;
- }
- }
-
- // TODO resolve differences in naming of URL/Url/url.
- // 'http://distill.pub/2016/augmented-rnns/thumbnail.jpg',
- set previewURL(value) {
- this._previewURL = value;
- }
- get previewURL() {
- return this._previewURL ? this._previewURL : this.url + '/thumbnail.jpg';
- }
-
- // 'Thu, 08 Sep 2016 00:00:00 -0700',
- get publishedDateRFC() {
- return RFC(this.publishedDate);
- }
-
- // 'Thu, 08 Sep 2016 00:00:00 -0700',
- get updatedDateRFC() {
- return RFC(this.updatedDate);
- }
-
- // 2016,
- get publishedYear() {
- return this.publishedDate.getFullYear();
- }
-
- // 'Sept',
- get publishedMonth() {
- return months[this.publishedDate.getMonth()];
- }
-
- // 8,
- get publishedDay() {
- return this.publishedDate.getDate();
- }
-
- // '09',
- get publishedMonthPadded() {
- return zeroPad(this.publishedDate.getMonth() + 1);
- }
-
- // '08',
- get publishedDayPadded() {
- return zeroPad(this.publishedDate.getDate());
- }
-
- get publishedISODateOnly() {
- return this.publishedDate.toISOString().split('T')[0];
- }
-
- get volume() {
- const volume = this.publishedYear - 2015;
- if (volume < 1) {
- throw new Error('Invalid publish date detected during computing volume');
- }
- return volume;
- }
-
- get issue() {
- return this.publishedDate.getMonth() + 1;
- }
-
- // 'Olah & Carter',
- get concatenatedAuthors() {
- if (this.authors.length > 2) {
- return this.authors[0].lastName + ', et al.';
- } else if (this.authors.length === 2) {
- return this.authors[0].lastName + ' & ' + this.authors[1].lastName;
- } else if (this.authors.length === 1) {
- return this.authors[0].lastName;
- }
- }
-
- // 'Olah, Chris and Carter, Shan',
- get bibtexAuthors() {
- return this.authors.map(author => {
- return author.lastName + ', ' + author.firstName;
- }).join(' and ');
- }
-
- // 'olah2016attention'
- get slug() {
- let slug = '';
- if (this.authors.length) {
- slug += this.authors[0].lastName.toLowerCase();
- slug += this.publishedYear;
- slug += this.title.split(' ')[0].toLowerCase();
- }
- return slug || 'Untitled';
- }
-
- get bibliographyEntries() {
- return new Map(this.citations.map( citationKey => {
- const entry = this.bibliography.get(citationKey);
- return [citationKey, entry];
- }));
- }
-
- set bibliography(bibliography) {
- if (bibliography instanceof Map) {
- this._bibliography = bibliography;
- } else if (typeof bibliography === 'object') {
- this._bibliography = mapFromObject(bibliography);
- }
- }
-
- get bibliography() {
- return this._bibliography;
- }
-
- static fromObject(source) {
- const frontMatter = new FrontMatter();
- Object.assign(frontMatter, source);
- return frontMatter;
- }
-
- assignToObject(target) {
- Object.assign(target, this);
- target.bibliography = objectFromMap(this.bibliographyEntries);
- target.url = this.url;
- target.doi = this.doi;
- target.githubUrl = this.githubUrl;
- target.previewURL = this.previewURL;
- if (this.publishedDate) {
- target.volume = this.volume;
- target.issue = this.issue;
- target.publishedDateRFC = this.publishedDateRFC;
- target.publishedYear = this.publishedYear;
- target.publishedMonth = this.publishedMonth;
- target.publishedDay = this.publishedDay;
- target.publishedMonthPadded = this.publishedMonthPadded;
- target.publishedDayPadded = this.publishedDayPadded;
- }
- if (this.updatedDate) {
- target.updatedDateRFC = this.updatedDateRFC;
- }
- target.concatenatedAuthors = this.concatenatedAuthors;
- target.bibtexAuthors = this.bibtexAuthors;
- target.slug = this.slug;
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- const Mutating = (superclass) => {
- return class extends superclass {
-
- constructor() {
- super();
-
- // set up mutation observer
- const options = {childList: true, characterData: true, subtree: true};
- const observer = new MutationObserver( () => {
- observer.disconnect();
- this.renderIfPossible();
- observer.observe(this, options);
- });
-
- // ...and listen for changes
- observer.observe(this, options);
- }
-
- connectedCallback() {
- super.connectedCallback();
-
- this.renderIfPossible();
- }
-
- // potential TODO: check if this is enough for all our usecases
- // maybe provide a custom function to tell if we have enough information to render
- renderIfPossible() {
- if (this.textContent && this.root) {
- this.renderContent();
- }
- }
-
- renderContent() {
- console.error(`Your class ${this.constructor.name} must provide a custom renderContent() method!` );
- }
-
- }; // end class
- }; // end mixin function
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- /*global ShadyCSS*/
-
- const Template = (name, templateString, useShadow = true) => {
-
- return (superclass) => {
-
- const template = document.createElement('template');
- template.innerHTML = templateString;
-
- if (useShadow && 'ShadyCSS' in window) {
- ShadyCSS.prepareTemplate(template, name);
- }
-
- return class extends superclass {
-
- static get is() { return name; }
-
- constructor() {
- super();
-
- this.clone = document.importNode(template.content, true);
- if (useShadow) {
- this.attachShadow({mode: 'open'});
- this.shadowRoot.appendChild(this.clone);
- }
- }
-
- connectedCallback() {
- if (this.hasAttribute('distill-prerendered')) {
- return;
- }
- if (useShadow) {
- if ('ShadyCSS' in window) {
- ShadyCSS.styleElement(this);
- }
- } else {
- this.insertBefore(this.clone, this.firstChild);
- }
- }
-
- get root() {
- if (useShadow) {
- return this.shadowRoot;
- } else {
- return this;
- }
- }
-
- /* TODO: Are we using these? Should we even? */
- $(query) {
- return this.root.querySelector(query);
- }
-
- $$(query) {
- return this.root.querySelectorAll(query);
- }
- };
- };
- };
-
- var math = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nspan.katex-display {\n text-align: left;\n padding: 8px 0 8px 0;\n margin: 0.5em 0 0.5em 1em;\n}\n\nspan.katex {\n -webkit-font-smoothing: antialiased;\n color: rgba(0, 0, 0, 0.8);\n font-size: 1.18em;\n}\n";
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // This is a straight concatenation of code from KaTeX's contrib folder,
- // but we aren't using some of their helpers that don't work well outside a browser environment.
-
- /*global katex */
-
- const findEndOfMath = function(delimiter, text, startIndex) {
- // Adapted from
- // https://github.com/Khan/perseus/blob/master/src/perseus-markdown.jsx
- let index = startIndex;
- let braceLevel = 0;
-
- const delimLength = delimiter.length;
-
- while (index < text.length) {
- const character = text[index];
-
- if (
- braceLevel <= 0 &&
- text.slice(index, index + delimLength) === delimiter
- ) {
- return index;
- } else if (character === "\\") {
- index++;
- } else if (character === "{") {
- braceLevel++;
- } else if (character === "}") {
- braceLevel--;
- }
-
- index++;
- }
-
- return -1;
- };
-
- const splitAtDelimiters = function(startData, leftDelim, rightDelim, display) {
- const finalData = [];
-
- for (let i = 0; i < startData.length; i++) {
- if (startData[i].type === "text") {
- const text = startData[i].data;
-
- let lookingForLeft = true;
- let currIndex = 0;
- let nextIndex;
-
- nextIndex = text.indexOf(leftDelim);
- if (nextIndex !== -1) {
- currIndex = nextIndex;
- finalData.push({
- type: "text",
- data: text.slice(0, currIndex)
- });
- lookingForLeft = false;
- }
-
- while (true) {
- // eslint-disable-line no-constant-condition
- if (lookingForLeft) {
- nextIndex = text.indexOf(leftDelim, currIndex);
- if (nextIndex === -1) {
- break;
- }
-
- finalData.push({
- type: "text",
- data: text.slice(currIndex, nextIndex)
- });
-
- currIndex = nextIndex;
- } else {
- nextIndex = findEndOfMath(
- rightDelim,
- text,
- currIndex + leftDelim.length
- );
- if (nextIndex === -1) {
- break;
- }
-
- finalData.push({
- type: "math",
- data: text.slice(currIndex + leftDelim.length, nextIndex),
- rawData: text.slice(currIndex, nextIndex + rightDelim.length),
- display: display
- });
-
- currIndex = nextIndex + rightDelim.length;
- }
-
- lookingForLeft = !lookingForLeft;
- }
-
- finalData.push({
- type: "text",
- data: text.slice(currIndex)
- });
- } else {
- finalData.push(startData[i]);
- }
- }
-
- return finalData;
- };
-
- const splitWithDelimiters = function(text, delimiters) {
- let data = [{ type: "text", data: text }];
- for (let i = 0; i < delimiters.length; i++) {
- const delimiter = delimiters[i];
- data = splitAtDelimiters(
- data,
- delimiter.left,
- delimiter.right,
- delimiter.display || false
- );
- }
- return data;
- };
-
- /* Note: optionsCopy is mutated by this method. If it is ever exposed in the
- * API, we should copy it before mutating.
- */
- const renderMathInText = function(text, optionsCopy) {
- const data = splitWithDelimiters(text, optionsCopy.delimiters);
- const fragment = document.createDocumentFragment();
-
- for (let i = 0; i < data.length; i++) {
- if (data[i].type === "text") {
- fragment.appendChild(document.createTextNode(data[i].data));
- } else {
- const tag = document.createElement("d-math");
- const math = data[i].data;
- // Override any display mode defined in the settings with that
- // defined by the text itself
- optionsCopy.displayMode = data[i].display;
- try {
- tag.textContent = math;
- if (optionsCopy.displayMode) {
- tag.setAttribute("block", "");
- }
- } catch (e) {
- if (!(e instanceof katex.ParseError)) {
- throw e;
- }
- optionsCopy.errorCallback(
- "KaTeX auto-render: Failed to parse `" + data[i].data + "` with ",
- e
- );
- fragment.appendChild(document.createTextNode(data[i].rawData));
- continue;
- }
- fragment.appendChild(tag);
- }
- }
-
- return fragment;
- };
-
- const renderElem = function(elem, optionsCopy) {
- for (let i = 0; i < elem.childNodes.length; i++) {
- const childNode = elem.childNodes[i];
- if (childNode.nodeType === 3) {
- // Text node
- const text = childNode.textContent;
- if (optionsCopy.mightHaveMath(text)) {
- const frag = renderMathInText(text, optionsCopy);
- i += frag.childNodes.length - 1;
- elem.replaceChild(frag, childNode);
- }
- } else if (childNode.nodeType === 1) {
- // Element node
- const shouldRender =
- optionsCopy.ignoredTags.indexOf(childNode.nodeName.toLowerCase()) ===
- -1;
-
- if (shouldRender) {
- renderElem(childNode, optionsCopy);
- }
- }
- // Otherwise, it's something else, and ignore it.
- }
- };
-
- const defaultAutoRenderOptions = {
- delimiters: [
- { left: "$$", right: "$$", display: true },
- { left: "\\[", right: "\\]", display: true },
- { left: "\\(", right: "\\)", display: false }
- // LaTeX uses this, but it ruins the display of normal `$` in text:
- // {left: '$', right: '$', display: false},
- ],
-
- ignoredTags: [
- "script",
- "noscript",
- "style",
- "textarea",
- "pre",
- "code",
- "svg"
- ],
-
- errorCallback: function(msg, err) {
- console.error(msg, err);
- }
- };
-
- const renderMathInElement = function(elem, options) {
- if (!elem) {
- throw new Error("No element provided to render");
- }
-
- const optionsCopy = Object.assign({}, defaultAutoRenderOptions, options);
- const delimiterStrings = optionsCopy.delimiters.flatMap(d => [
- d.left,
- d.right
- ]);
- const mightHaveMath = text =>
- delimiterStrings.some(d => text.indexOf(d) !== -1);
- optionsCopy.mightHaveMath = mightHaveMath;
- renderElem(elem, optionsCopy);
- };
-
- // Copyright 2018 The Distill Template Authors
-
- const katexJSURL = 'https://distill.pub/third-party/katex/katex.min.js';
- const katexCSSTag = '
';
-
- const T = Template('d-math', `
-${katexCSSTag}
-
-
-`);
-
- // DMath, not Math, because that would conflict with the JS built-in
- class DMath extends Mutating(T(HTMLElement)) {
-
- static set katexOptions(options) {
- DMath._katexOptions = options;
- if (DMath.katexOptions.delimiters) {
- if (!DMath.katexAdded) {
- DMath.addKatex();
- } else {
- DMath.katexLoadedCallback();
- }
- }
- }
-
- static get katexOptions() {
- if (!DMath._katexOptions) {
- DMath._katexOptions = {
- delimiters: [ { 'left':'$$', 'right':'$$', 'display': false } ]
- };
- }
- return DMath._katexOptions;
- }
-
- static katexLoadedCallback() {
- // render all d-math tags
- const mathTags = document.querySelectorAll('d-math');
- for (const mathTag of mathTags) {
- mathTag.renderContent();
- }
- // transform inline delimited math to d-math tags
- if (DMath.katexOptions.delimiters) {
- renderMathInElement(document.body, DMath.katexOptions);
- }
- }
-
- static addKatex() {
- // css tag can use this convenience function
- document.head.insertAdjacentHTML('beforeend', katexCSSTag);
- // script tag has to be created to work properly
- const scriptTag = document.createElement('script');
- scriptTag.src = katexJSURL;
- scriptTag.async = true;
- scriptTag.onload = DMath.katexLoadedCallback;
- scriptTag.crossorigin = 'anonymous';
- document.head.appendChild(scriptTag);
-
- DMath.katexAdded = true;
- }
-
- get options() {
- const localOptions = { displayMode: this.hasAttribute('block') };
- return Object.assign(localOptions, DMath.katexOptions);
- }
-
- connectedCallback() {
- super.connectedCallback();
- if (!DMath.katexAdded) {
- DMath.addKatex();
- }
- }
-
- renderContent() {
- if (typeof katex !== 'undefined') {
- const container = this.root.querySelector('#katex-container');
- katex.render(this.textContent, container, this.options);
- }
- }
-
- }
-
- DMath.katexAdded = false;
- DMath.inlineMathRendered = false;
- window.DMath = DMath; // TODO: check if this can be removed, or if we should expose a distill global
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function collect_citations(dom = document) {
- const citations = new Set();
- const citeTags = dom.querySelectorAll("d-cite");
- for (const tag of citeTags) {
- const keyString = tag.getAttribute("key") || tag.getAttribute("bibtex-key");
- const keys = keyString.split(",").map(k => k.trim());
- for (const key of keys) {
- citations.add(key);
- }
- }
- return [...citations];
- }
-
- function author_string(ent, template, sep, finalSep) {
- if (ent.author == null) {
- return "";
- }
- var names = ent.author.split(" and ");
- let name_strings = names.map(name => {
- name = name.trim();
- if (name.indexOf(",") != -1) {
- var last = name.split(",")[0].trim();
- var firsts = name.split(",")[1];
- } else if (name.indexOf(" ") != -1) {
- var last = name
- .split(" ")
- .slice(-1)[0]
- .trim();
- var firsts = name
- .split(" ")
- .slice(0, -1)
- .join(" ");
- } else {
- var last = name.trim();
- }
- var initials = "";
- if (firsts != undefined) {
- initials = firsts
- .trim()
- .split(" ")
- .map(s => s.trim()[0]);
- initials = initials.join(".") + ".";
- }
- return template
- .replace("${F}", firsts)
- .replace("${L}", last)
- .replace("${I}", initials)
- .trim(); // in case one of first or last was empty
- });
- if (names.length > 1) {
- var str = name_strings.slice(0, names.length - 1).join(sep);
- str += (finalSep || sep) + name_strings[names.length - 1];
- return str;
- } else {
- return name_strings[0];
- }
- }
-
- function venue_string(ent) {
- var cite = ent.journal || ent.booktitle || "";
- if ("volume" in ent) {
- var issue = ent.issue || ent.number;
- issue = issue != undefined ? "(" + issue + ")" : "";
- cite += ", Vol " + ent.volume + issue;
- }
- if ("pages" in ent) {
- cite += ", pp. " + ent.pages;
- }
- if (cite != "") cite += ". ";
- if ("publisher" in ent) {
- cite += ent.publisher;
- if (cite[cite.length - 1] != ".") cite += ".";
- }
- return cite;
- }
-
- function link_string(ent) {
- if ("url" in ent) {
- var url = ent.url;
- var arxiv_match = /arxiv\.org\/abs\/([0-9\.]*)/.exec(url);
- if (arxiv_match != null) {
- url = `http://arxiv.org/pdf/${arxiv_match[1]}.pdf`;
- }
-
- if (url.slice(-4) == ".pdf") {
- var label = "PDF";
- } else if (url.slice(-5) == ".html") {
- var label = "HTML";
- }
- return `
[${label || "link"}] `;
- } /* else if ("doi" in ent){
- return `
[DOI] `;
- }*/ else {
- return "";
- }
- }
- function doi_string(ent, new_line) {
- if ("doi" in ent) {
- return `${new_line ? "
" : ""}
DOI: ${ent.doi} `;
- } else {
- return "";
- }
- }
-
- function title_string(ent) {
- return '
' + ent.title + " ";
- }
-
- function bibliography_cite(ent, fancy) {
- if (ent) {
- var cite = title_string(ent);
- cite += link_string(ent) + "
";
- if (ent.author) {
- cite += author_string(ent, "${L}, ${I}", ", ", " and ");
- if (ent.year || ent.date) {
- cite += ", ";
- }
- }
- if (ent.year || ent.date) {
- cite += (ent.year || ent.date) + ". ";
- } else {
- cite += ". ";
- }
- cite += venue_string(ent);
- cite += doi_string(ent);
- return cite;
- /*var cite = author_string(ent, "${L}, ${I}", ", ", " and ");
- if (ent.year || ent.date){
- cite += ", " + (ent.year || ent.date) + ". "
- } else {
- cite += ". "
- }
- cite += "
" + ent.title + " . ";
- cite += venue_string(ent);
- cite += doi_string(ent);
- cite += link_string(ent);
- return cite*/
- } else {
- return "?";
- }
- }
-
- function hover_cite(ent) {
- if (ent) {
- var cite = "";
- cite += "
" + ent.title + " ";
- cite += link_string(ent);
- cite += "
";
-
- var a_str = author_string(ent, "${I} ${L}", ", ") + ".";
- var v_str =
- venue_string(ent).trim() + " " + ent.year + ". " + doi_string(ent, true);
-
- if ((a_str + v_str).length < Math.min(40, ent.title.length)) {
- cite += a_str + " " + v_str;
- } else {
- cite += a_str + "
" + v_str;
- }
- return cite;
- } else {
- return "?";
- }
- }
-
- function domContentLoaded() {
- return ['interactive', 'complete'].indexOf(document.readyState) !== -1;
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function _moveLegacyAffiliationFormatIntoArray(frontMatter) {
- // authors used to have propoerties "affiliation" and "affiliationURL".
- // We now encourage using an array for affiliations containing objects with
- // properties "name" and "url".
- for (let author of frontMatter.authors) {
- const hasOldStyle = Boolean(author.affiliation);
- const hasNewStyle = Boolean(author.affiliations);
- if (!hasOldStyle) continue;
- if (hasNewStyle) {
- console.warn(`Author ${author.author} has both old-style ("affiliation" & "affiliationURL") and new style ("affiliations") affiliation information!`);
- } else {
- let newAffiliation = {
- "name": author.affiliation
- };
- if (author.affiliationURL) newAffiliation.url = author.affiliationURL;
- author.affiliations = [newAffiliation];
- }
- }
- return frontMatter
- }
-
- function parseFrontmatter(element) {
- const scriptTag = element.firstElementChild;
- if (scriptTag) {
- const type = scriptTag.getAttribute('type');
- if (type.split('/')[1] == 'json') {
- const content = scriptTag.textContent;
- const parsed = JSON.parse(content);
- return _moveLegacyAffiliationFormatIntoArray(parsed);
- } else {
- console.error('Distill only supports JSON frontmatter tags anymore; no more YAML.');
- }
- } else {
- console.error('You added a frontmatter tag but did not provide a script tag with front matter data in it. Please take a look at our templates.');
- }
- return {};
- }
-
- class FrontMatter$1 extends HTMLElement {
-
- static get is() { return 'd-front-matter'; }
-
- constructor() {
- super();
-
- const options = {childList: true, characterData: true, subtree: true};
- const observer = new MutationObserver( (entries) => {
- for (const entry of entries) {
- if (entry.target.nodeName === 'SCRIPT' || entry.type === 'characterData') {
- const data = parseFrontmatter(this);
- this.notify(data);
- }
- }
- });
- observer.observe(this, options);
- }
-
- notify(data) {
- const options = { detail: data, bubbles: true };
- const event = new CustomEvent('onFrontMatterChanged', options);
- document.dispatchEvent(event);
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // no appendix -> add appendix
- // title in front, no h1 -> add it
- // no title in front, h1 -> read and put into frontMatter
- // footnote -> footnote list
- // break up bib
- // if citation, no bib-list -> add citation-list
-
- // if authors, no byline -> add byline
-
- function optionalComponents(dom, data) {
- const body = dom.body;
- const article = body.querySelector('d-article');
-
- // If we don't have an article tag, something weird is going on—giving up.
- if (!article) {
- console.warn('No d-article tag found; skipping adding optional components!');
- return;
- }
-
- let byline = dom.querySelector('d-byline');
- if (!byline) {
- if (data.authors) {
- byline = dom.createElement('d-byline');
- body.insertBefore(byline, article);
- } else {
- console.warn('No authors found in front matter; please add them before submission!');
- }
- }
-
- let title = dom.querySelector('d-title');
- if (!title) {
- title = dom.createElement('d-title');
- body.insertBefore(title, byline);
- }
-
- let h1 = title.querySelector('h1');
- if (!h1) {
- h1 = dom.createElement('h1');
- h1.textContent = data.title;
- title.insertBefore(h1, title.firstChild);
- }
-
- const hasPassword = typeof data.password !== 'undefined';
- let interstitial = body.querySelector('d-interstitial');
- if (hasPassword && !interstitial) {
- const inBrowser = typeof window !== 'undefined';
- const onLocalhost = inBrowser && window.location.hostname.includes('localhost');
- if (!inBrowser || !onLocalhost) {
- interstitial = dom.createElement('d-interstitial');
- interstitial.password = data.password;
- body.insertBefore(interstitial, body.firstChild);
- }
- } else if (!hasPassword && interstitial) {
- interstitial.parentElement.removeChild(this);
- }
-
- let appendix = dom.querySelector('d-appendix');
- if (!appendix) {
- appendix = dom.createElement('d-appendix');
- dom.body.appendChild(appendix);
- }
-
- let footnoteList = dom.querySelector('d-footnote-list');
- if (!footnoteList) {
- footnoteList = dom.createElement('d-footnote-list');
- appendix.appendChild(footnoteList);
- }
-
- let citationList = dom.querySelector('d-citation-list');
- if (!citationList) {
- citationList = dom.createElement('d-citation-list');
- appendix.appendChild(citationList);
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const frontMatter = new FrontMatter();
-
- const Controller = {
- frontMatter: frontMatter,
- waitingOn: {
- bibliography: [],
- citations: []
- },
- listeners: {
- onCiteKeyCreated(event) {
- const [citeTag, keys] = event.detail;
-
- // ensure we have citations
- if (!frontMatter.citationsCollected) {
- // console.debug('onCiteKeyCreated, but unresolved dependency ("citations"). Enqueing.');
- Controller.waitingOn.citations.push(() =>
- Controller.listeners.onCiteKeyCreated(event)
- );
- return;
- }
-
- // ensure we have a loaded bibliography
- if (!frontMatter.bibliographyParsed) {
- // console.debug('onCiteKeyCreated, but unresolved dependency ("bibliography"). Enqueing.');
- Controller.waitingOn.bibliography.push(() =>
- Controller.listeners.onCiteKeyCreated(event)
- );
- return;
- }
-
- const numbers = keys.map(key => frontMatter.citations.indexOf(key));
- citeTag.numbers = numbers;
- const entries = keys.map(key => frontMatter.bibliography.get(key));
- citeTag.entries = entries;
- },
-
- onCiteKeyChanged() {
- // const [citeTag, keys] = event.detail;
-
- // update citations
- frontMatter.citations = collect_citations();
- frontMatter.citationsCollected = true;
- for (const waitingCallback of Controller.waitingOn.citations.slice()) {
- waitingCallback();
- }
-
- // update bibliography
- const citationListTag = document.querySelector("d-citation-list");
- const bibliographyEntries = new Map(
- frontMatter.citations.map(citationKey => {
- return [citationKey, frontMatter.bibliography.get(citationKey)];
- })
- );
- citationListTag.citations = bibliographyEntries;
-
- const citeTags = document.querySelectorAll("d-cite");
- for (const citeTag of citeTags) {
- console.log(citeTag);
- const keys = citeTag.keys;
- const numbers = keys.map(key => frontMatter.citations.indexOf(key));
- citeTag.numbers = numbers;
- const entries = keys.map(key => frontMatter.bibliography.get(key));
- citeTag.entries = entries;
- }
- },
-
- onCiteKeyRemoved(event) {
- Controller.listeners.onCiteKeyChanged(event);
- },
-
- onBibliographyChanged(event) {
- const citationListTag = document.querySelector("d-citation-list");
-
- const bibliography = event.detail;
-
- frontMatter.bibliography = bibliography;
- frontMatter.bibliographyParsed = true;
- for (const waitingCallback of Controller.waitingOn.bibliography.slice()) {
- waitingCallback();
- }
-
- // ensure we have citations
- if (!frontMatter.citationsCollected) {
- Controller.waitingOn.citations.push(function() {
- Controller.listeners.onBibliographyChanged({
- target: event.target,
- detail: event.detail
- });
- });
- return;
- }
-
- if (citationListTag.hasAttribute("distill-prerendered")) {
- console.debug("Citation list was prerendered; not updating it.");
- } else {
- const entries = new Map(
- frontMatter.citations.map(citationKey => {
- return [citationKey, frontMatter.bibliography.get(citationKey)];
- })
- );
- citationListTag.citations = entries;
- }
- },
-
- onFootnoteChanged() {
- // const footnote = event.detail;
- //TODO: optimize to only update current footnote
- const footnotesList = document.querySelector("d-footnote-list");
- if (footnotesList) {
- const footnotes = document.querySelectorAll("d-footnote");
- footnotesList.footnotes = footnotes;
- }
- },
-
- onFrontMatterChanged(event) {
- const data = event.detail;
- mergeFromYMLFrontmatter(frontMatter, data);
-
- const interstitial = document.querySelector("d-interstitial");
- if (interstitial) {
- if (typeof frontMatter.password !== "undefined") {
- interstitial.password = frontMatter.password;
- } else {
- interstitial.parentElement.removeChild(interstitial);
- }
- }
-
- const prerendered = document.body.hasAttribute("distill-prerendered");
- if (!prerendered && domContentLoaded()) {
- optionalComponents(document, frontMatter);
-
- const appendix = document.querySelector("distill-appendix");
- if (appendix) {
- appendix.frontMatter = frontMatter;
- }
-
- const byline = document.querySelector("d-byline");
- if (byline) {
- byline.frontMatter = frontMatter;
- }
-
- if (data.katex) {
- DMath.katexOptions = data.katex;
- }
- }
- },
-
- DOMContentLoaded() {
- if (Controller.loaded) {
- console.warn(
- "Controller received DOMContentLoaded but was already loaded!"
- );
- return;
- } else if (!domContentLoaded()) {
- console.warn(
- "Controller received DOMContentLoaded at document.readyState: " +
- document.readyState +
- "!"
- );
- return;
- } else {
- Controller.loaded = true;
- console.debug("Runlevel 4: Controller running DOMContentLoaded");
- }
-
- const frontMatterTag = document.querySelector("d-front-matter");
- if (frontMatterTag) {
- const data = parseFrontmatter(frontMatterTag);
- Controller.listeners.onFrontMatterChanged({ detail: data });
- }
-
- // Resolving "citations" dependency due to initial DOM load
- frontMatter.citations = collect_citations();
- frontMatter.citationsCollected = true;
- for (const waitingCallback of Controller.waitingOn.citations.slice()) {
- waitingCallback();
- }
-
- if (frontMatter.bibliographyParsed) {
- for (const waitingCallback of Controller.waitingOn.bibliography.slice()) {
- waitingCallback();
- }
- }
-
- const footnotesList = document.querySelector("d-footnote-list");
- if (footnotesList) {
- const footnotes = document.querySelectorAll("d-footnote");
- footnotesList.footnotes = footnotes;
- }
- }
- } // listeners
- }; // Controller
-
- var base = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nhtml {\n font-size: 14px;\n\tline-height: 1.6em;\n /* font-family: \"Libre Franklin\", \"Helvetica Neue\", sans-serif; */\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Oxygen, Ubuntu, Cantarell, \"Fira Sans\", \"Droid Sans\", \"Helvetica Neue\", Arial, sans-serif;\n /*, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\";*/\n text-size-adjust: 100%;\n -ms-text-size-adjust: 100%;\n -webkit-text-size-adjust: 100%;\n}\n\n@media(min-width: 768px) {\n html {\n font-size: 16px;\n }\n}\n\nbody {\n margin: 0;\n}\n\na {\n color: #004276;\n}\n\nfigure {\n margin: 0;\n}\n\ntable {\n\tborder-collapse: collapse;\n\tborder-spacing: 0;\n}\n\ntable th {\n\ttext-align: left;\n}\n\ntable thead {\n border-bottom: 1px solid rgba(0, 0, 0, 0.05);\n}\n\ntable thead th {\n padding-bottom: 0.5em;\n}\n\ntable tbody :first-child td {\n padding-top: 0.5em;\n}\n\npre {\n overflow: auto;\n max-width: 100%;\n}\n\np {\n margin-top: 0;\n margin-bottom: 1em;\n}\n\nsup, sub {\n vertical-align: baseline;\n position: relative;\n top: -0.4em;\n line-height: 1em;\n}\n\nsub {\n top: 0.4em;\n}\n\n.kicker,\n.marker {\n font-size: 15px;\n font-weight: 600;\n color: rgba(0, 0, 0, 0.5);\n}\n\n\n/* Headline */\n\n@media(min-width: 1024px) {\n d-title h1 span {\n display: block;\n }\n}\n\n/* Figure */\n\nfigure {\n position: relative;\n margin-bottom: 2.5em;\n margin-top: 1.5em;\n}\n\nfigcaption+figure {\n\n}\n\nfigure img {\n width: 100%;\n}\n\nfigure svg text,\nfigure svg tspan {\n}\n\nfigcaption,\n.figcaption {\n color: rgba(0, 0, 0, 0.6);\n font-size: 12px;\n line-height: 1.5em;\n}\n\n@media(min-width: 1024px) {\nfigcaption,\n.figcaption {\n font-size: 13px;\n }\n}\n\nfigure.external img {\n background: white;\n border: 1px solid rgba(0, 0, 0, 0.1);\n box-shadow: 0 1px 8px rgba(0, 0, 0, 0.1);\n padding: 18px;\n box-sizing: border-box;\n}\n\nfigcaption a {\n color: rgba(0, 0, 0, 0.6);\n}\n\nfigcaption b,\nfigcaption strong, {\n font-weight: 600;\n color: rgba(0, 0, 0, 1.0);\n}\n";
-
- var layout = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n@supports not (display: grid) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n display: block;\n padding: 8px;\n }\n}\n\n.base-grid,\ndistill-header,\nd-title,\nd-abstract,\nd-article,\nd-appendix,\ndistill-appendix,\nd-byline,\nd-footnote-list,\nd-citation-list,\ndistill-footer {\n display: grid;\n justify-items: stretch;\n grid-template-columns: [screen-start] 8px [page-start kicker-start text-start gutter-start middle-start] 1fr 1fr 1fr 1fr 1fr 1fr 1fr 1fr [text-end page-end gutter-end kicker-end middle-end] 8px [screen-end];\n grid-column-gap: 8px;\n}\n\n.grid {\n display: grid;\n grid-column-gap: 8px;\n}\n\n@media(min-width: 768px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start middle-start text-start] 45px 45px 45px 45px 45px 45px 45px 45px [ kicker-end text-end gutter-start] 45px [middle-end] 45px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 16px;\n }\n\n .grid {\n grid-column-gap: 16px;\n }\n}\n\n@media(min-width: 1000px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start] 50px [middle-start] 50px [text-start kicker-end] 50px 50px 50px 50px 50px 50px 50px 50px [text-end gutter-start] 50px [middle-end] 50px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 16px;\n }\n\n .grid {\n grid-column-gap: 16px;\n }\n}\n\n@media(min-width: 1180px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start] 60px [middle-start] 60px [text-start kicker-end] 60px 60px 60px 60px 60px 60px 60px 60px [text-end gutter-start] 60px [middle-end] 60px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 32px;\n }\n\n .grid {\n grid-column-gap: 32px;\n }\n}\n\n\n\n\n.base-grid {\n grid-column: screen;\n}\n\n/* .l-body,\nd-article > * {\n grid-column: text;\n}\n\n.l-page,\nd-title > *,\nd-figure {\n grid-column: page;\n} */\n\n.l-gutter {\n grid-column: gutter;\n}\n\n.l-text,\n.l-body {\n grid-column: text;\n}\n\n.l-page {\n grid-column: page;\n}\n\n.l-body-outset {\n grid-column: middle;\n}\n\n.l-page-outset {\n grid-column: page;\n}\n\n.l-screen {\n grid-column: screen;\n}\n\n.l-screen-inset {\n grid-column: screen;\n padding-left: 16px;\n padding-left: 16px;\n}\n\n\n/* Aside */\n\nd-article aside {\n grid-column: gutter;\n font-size: 12px;\n line-height: 1.6em;\n color: rgba(0, 0, 0, 0.6)\n}\n\n@media(min-width: 768px) {\n aside {\n grid-column: gutter;\n }\n\n .side {\n grid-column: gutter;\n }\n}\n";
-
- var print = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n@media print {\n\n @page {\n size: 8in 11in;\n @bottom-right {\n content: counter(page) \" of \" counter(pages);\n }\n }\n\n html {\n /* no general margins -- CSS Grid takes care of those */\n }\n\n p, code {\n page-break-inside: avoid;\n }\n\n h2, h3 {\n page-break-after: avoid;\n }\n\n d-header {\n visibility: hidden;\n }\n\n d-footer {\n display: none!important;\n }\n\n}\n";
-
- var byline = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-byline {\n contain: style;\n overflow: hidden;\n border-top: 1px solid rgba(0, 0, 0, 0.1);\n font-size: 0.8rem;\n line-height: 1.8em;\n padding: 1.5rem 0;\n min-height: 1.8em;\n}\n\n\nd-byline .byline {\n grid-template-columns: 1fr 1fr;\n grid-column: text;\n}\n\n@media(min-width: 768px) {\n d-byline .byline {\n grid-template-columns: 1fr 1fr 1fr 1fr;\n }\n}\n\nd-byline .authors-affiliations {\n grid-column-end: span 2;\n grid-template-columns: 1fr 1fr;\n margin-bottom: 1em;\n}\n\n@media(min-width: 768px) {\n d-byline .authors-affiliations {\n margin-bottom: 0;\n }\n}\n\nd-byline h3 {\n font-size: 0.6rem;\n font-weight: 400;\n color: rgba(0, 0, 0, 0.5);\n margin: 0;\n text-transform: uppercase;\n}\n\nd-byline p {\n margin: 0;\n}\n\nd-byline a,\nd-article d-byline a {\n color: rgba(0, 0, 0, 0.8);\n text-decoration: none;\n border-bottom: none;\n}\n\nd-article d-byline a:hover {\n text-decoration: underline;\n border-bottom: none;\n}\n\nd-byline p.author {\n font-weight: 500;\n}\n\nd-byline .affiliations {\n\n}\n";
-
- var article = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-article {\n contain: layout style;\n overflow-x: hidden;\n border-top: 1px solid rgba(0, 0, 0, 0.1);\n padding-top: 2rem;\n color: rgba(0, 0, 0, 0.8);\n}\n\nd-article > * {\n grid-column: text;\n}\n\n@media(min-width: 768px) {\n d-article {\n font-size: 16px;\n }\n}\n\n@media(min-width: 1024px) {\n d-article {\n font-size: 1.06rem;\n line-height: 1.7em;\n }\n}\n\n\n/* H2 */\n\n\nd-article .marker {\n text-decoration: none;\n border: none;\n counter-reset: section;\n grid-column: kicker;\n line-height: 1.7em;\n}\n\nd-article .marker:hover {\n border: none;\n}\n\nd-article .marker span {\n padding: 0 3px 4px;\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n position: relative;\n top: 4px;\n}\n\nd-article .marker:hover span {\n color: rgba(0, 0, 0, 0.7);\n border-bottom: 1px solid rgba(0, 0, 0, 0.7);\n}\n\nd-article h2 {\n font-weight: 600;\n font-size: 24px;\n line-height: 1.25em;\n margin: 2rem 0 1.5rem 0;\n border-bottom: 1px solid rgba(0, 0, 0, 0.1);\n padding-bottom: 1rem;\n}\n\n@media(min-width: 1024px) {\n d-article h2 {\n font-size: 36px;\n }\n}\n\n/* H3 */\n\nd-article h3 {\n font-weight: 700;\n font-size: 18px;\n line-height: 1.4em;\n margin-bottom: 1em;\n margin-top: 2em;\n}\n\n@media(min-width: 1024px) {\n d-article h3 {\n font-size: 20px;\n }\n}\n\n/* H4 */\n\nd-article h4 {\n font-weight: 600;\n text-transform: uppercase;\n font-size: 14px;\n line-height: 1.4em;\n}\n\nd-article a {\n color: inherit;\n}\n\nd-article p,\nd-article ul,\nd-article ol,\nd-article blockquote {\n margin-top: 0;\n margin-bottom: 1em;\n margin-left: 0;\n margin-right: 0;\n}\n\nd-article blockquote {\n border-left: 2px solid rgba(0, 0, 0, 0.2);\n padding-left: 2em;\n font-style: italic;\n color: rgba(0, 0, 0, 0.6);\n}\n\nd-article a {\n border-bottom: 1px solid rgba(0, 0, 0, 0.4);\n text-decoration: none;\n}\n\nd-article a:hover {\n border-bottom: 1px solid rgba(0, 0, 0, 0.8);\n}\n\nd-article .link {\n text-decoration: underline;\n cursor: pointer;\n}\n\nd-article ul,\nd-article ol {\n padding-left: 24px;\n}\n\nd-article li {\n margin-bottom: 1em;\n margin-left: 0;\n padding-left: 0;\n}\n\nd-article li:last-child {\n margin-bottom: 0;\n}\n\nd-article pre {\n font-size: 14px;\n margin-bottom: 20px;\n}\n\nd-article hr {\n grid-column: screen;\n width: 100%;\n border: none;\n border-bottom: 1px solid rgba(0, 0, 0, 0.1);\n margin-top: 60px;\n margin-bottom: 60px;\n}\n\nd-article section {\n margin-top: 60px;\n margin-bottom: 60px;\n}\n\nd-article span.equation-mimic {\n font-family: georgia;\n font-size: 115%;\n font-style: italic;\n}\n\nd-article > d-code,\nd-article section > d-code {\n display: block;\n}\n\nd-article > d-math[block],\nd-article section > d-math[block] {\n display: block;\n}\n\n@media (max-width: 768px) {\n d-article > d-code,\n d-article section > d-code,\n d-article > d-math[block],\n d-article section > d-math[block] {\n overflow-x: scroll;\n -ms-overflow-style: none; // IE 10+\n overflow: -moz-scrollbars-none; // Firefox\n }\n\n d-article > d-code::-webkit-scrollbar,\n d-article section > d-code::-webkit-scrollbar,\n d-article > d-math[block]::-webkit-scrollbar,\n d-article section > d-math[block]::-webkit-scrollbar {\n display: none; // Safari and Chrome\n }\n}\n\nd-article .citation {\n color: #668;\n cursor: pointer;\n}\n\nd-include {\n width: auto;\n display: block;\n}\n\nd-figure {\n contain: layout style;\n}\n\n/* KaTeX */\n\n.katex, .katex-prerendered {\n contain: style;\n display: inline-block;\n}\n\n/* Tables */\n\nd-article table {\n border-collapse: collapse;\n margin-bottom: 1.5rem;\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n}\n\nd-article table th {\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n}\n\nd-article table td {\n border-bottom: 1px solid rgba(0, 0, 0, 0.05);\n}\n\nd-article table tr:last-of-type td {\n border-bottom: none;\n}\n\nd-article table th,\nd-article table td {\n font-size: 15px;\n padding: 2px 8px;\n}\n\nd-article table tbody :first-child td {\n padding-top: 2px;\n}\n";
-
- var title = "/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-title {\n padding: 2rem 0 1.5rem;\n contain: layout style;\n overflow-x: hidden;\n}\n\n@media(min-width: 768px) {\n d-title {\n padding: 4rem 0 1.5rem;\n }\n}\n\nd-title h1 {\n grid-column: text;\n font-size: 40px;\n font-weight: 700;\n line-height: 1.1em;\n margin: 0 0 0.5rem;\n}\n\n@media(min-width: 768px) {\n d-title h1 {\n font-size: 50px;\n }\n}\n\nd-title p {\n font-weight: 300;\n font-size: 1.2rem;\n line-height: 1.55em;\n grid-column: text;\n}\n\nd-title .status {\n margin-top: 0px;\n font-size: 12px;\n color: #009688;\n opacity: 0.8;\n grid-column: kicker;\n}\n\nd-title .status span {\n line-height: 1;\n display: inline-block;\n padding: 6px 0;\n border-bottom: 1px solid #80cbc4;\n font-size: 11px;\n text-transform: uppercase;\n}\n";
-
- // Copyright 2018 The Distill Template Authors
-
- const styles = base + layout + title + byline + article + math + print;
-
- function makeStyleTag(dom) {
-
- const styleTagId = 'distill-prerendered-styles';
- const prerenderedTag = dom.getElementById(styleTagId);
- if (!prerenderedTag) {
- const styleTag = dom.createElement('style');
- styleTag.id = styleTagId;
- styleTag.type = 'text/css';
- const cssTextTag = dom.createTextNode(styles);
- styleTag.appendChild(cssTextTag);
- const firstScriptTag = dom.head.querySelector('script');
- dom.head.insertBefore(styleTag, firstScriptTag);
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function addPolyfill(polyfill, polyfillLoadedCallback) {
- console.debug('Runlevel 0: Polyfill required: ' + polyfill.name);
- const script = document.createElement('script');
- script.src = polyfill.url;
- script.async = false;
- if (polyfillLoadedCallback) {
- script.onload = function() { polyfillLoadedCallback(polyfill); };
- }
- script.onerror = function() {
- new Error('Runlevel 0: Polyfills failed to load script ' + polyfill.name);
- };
- document.head.appendChild(script);
- }
-
- const polyfills = [
- {
- name: 'WebComponents',
- support: function() {
- return 'customElements' in window &&
- 'attachShadow' in Element.prototype &&
- 'getRootNode' in Element.prototype &&
- 'content' in document.createElement('template') &&
- 'Promise' in window &&
- 'from' in Array;
- },
- url: 'https://distill.pub/third-party/polyfills/webcomponents-lite.js'
- }, {
- name: 'IntersectionObserver',
- support: function() {
- return 'IntersectionObserver' in window &&
- 'IntersectionObserverEntry' in window;
- },
- url: 'https://distill.pub/third-party/polyfills/intersection-observer.js'
- },
- ];
-
- class Polyfills {
-
- static browserSupportsAllFeatures() {
- return polyfills.every((poly) => poly.support());
- }
-
- static load(callback) {
- // Define an intermediate callback that checks if all is loaded.
- const polyfillLoaded = function(polyfill) {
- polyfill.loaded = true;
- console.debug('Runlevel 0: Polyfill has finished loading: ' + polyfill.name);
- // console.debug(window[polyfill.name]);
- if (Polyfills.neededPolyfills.every((poly) => poly.loaded)) {
- console.debug('Runlevel 0: All required polyfills have finished loading.');
- console.debug('Runlevel 0->1.');
- window.distillRunlevel = 1;
- callback();
- }
- };
- // Add polyfill script tags
- for (const polyfill of Polyfills.neededPolyfills) {
- addPolyfill(polyfill, polyfillLoaded);
- }
- }
-
- static get neededPolyfills() {
- if (!Polyfills._neededPolyfills) {
- Polyfills._neededPolyfills = polyfills.filter((poly) => !poly.support());
- }
- return Polyfills._neededPolyfills;
- }
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // const marginSmall = 16;
- // const marginLarge = 3 * marginSmall;
- // const margin = marginSmall + marginLarge;
- // const gutter = marginSmall;
- // const outsetAmount = margin / 2;
- // const numCols = 4;
- // const numGutters = numCols - 1;
- // const columnWidth = (768 - 2 * marginLarge - numGutters * gutter) / numCols;
- //
- // const screenwidth = 768;
- // const pageWidth = screenwidth - 2 * marginLarge;
- // const bodyWidth = pageWidth - columnWidth - gutter;
-
- function body(selector) {
- return `${selector} {
- grid-column: left / text;
- }
- `;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const T$1 = Template('d-abstract', `
-
-
-
-`);
-
- class Abstract extends T$1(HTMLElement) {
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const T$2 = Template('d-appendix', `
-
-
-`, false);
-
- class Appendix extends T$2(HTMLElement) {
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // import { Template } from '../mixins/template';
- // import { Controller } from '../controller';
-
- const isOnlyWhitespace = /^\s*$/;
-
- class Article extends HTMLElement {
- static get is() { return 'd-article'; }
-
- constructor() {
- super();
-
- new MutationObserver( (mutations) => {
- for (const mutation of mutations) {
- for (const addedNode of mutation.addedNodes) {
- switch (addedNode.nodeName) {
- case '#text': { // usually text nodes are only linebreaks.
- const text = addedNode.nodeValue;
- if (!isOnlyWhitespace.test(text)) {
- console.warn('Use of unwrapped text in distill articles is discouraged as it breaks layout! Please wrap any text in a
or tag. We found the following text: ' + text);
- const wrapper = document.createElement('span');
- wrapper.innerHTML = addedNode.nodeValue;
- addedNode.parentNode.insertBefore(wrapper, addedNode);
- addedNode.parentNode.removeChild(addedNode);
- }
- } break;
- }
- }
- }
- }).observe(this, {childList: true});
- }
-
- }
-
- var commonjsGlobal = typeof globalThis !== 'undefined' ? globalThis : typeof window !== 'undefined' ? window : typeof global !== 'undefined' ? global : typeof self !== 'undefined' ? self : {};
-
- function createCommonjsModule(fn, module) {
- return module = { exports: {} }, fn(module, module.exports), module.exports;
- }
-
- var bibtexParse = createCommonjsModule(function (module, exports) {
- /* start bibtexParse 0.0.22 */
-
- //Original work by Henrik Muehe (c) 2010
- //
- //CommonJS port by Mikola Lysenko 2013
- //
- //Port to Browser lib by ORCID / RCPETERS
- //
- //Issues:
- //no comment handling within strings
- //no string concatenation
- //no variable values yet
- //Grammar implemented here:
- //bibtex -> (string | preamble | comment | entry)*;
- //string -> '@STRING' '{' key_equals_value '}';
- //preamble -> '@PREAMBLE' '{' value '}';
- //comment -> '@COMMENT' '{' value '}';
- //entry -> '@' key '{' key ',' key_value_list '}';
- //key_value_list -> key_equals_value (',' key_equals_value)*;
- //key_equals_value -> key '=' value;
- //value -> value_quotes | value_braces | key;
- //value_quotes -> '"' .*? '"'; // not quite
- //value_braces -> '{' .*? '"'; // not quite
- (function(exports) {
-
- function BibtexParser() {
-
- this.months = ["jan", "feb", "mar", "apr", "may", "jun", "jul", "aug", "sep", "oct", "nov", "dec"];
- this.notKey = [',','{','}',' ','='];
- this.pos = 0;
- this.input = "";
- this.entries = new Array();
-
- this.currentEntry = "";
-
- this.setInput = function(t) {
- this.input = t;
- };
-
- this.getEntries = function() {
- return this.entries;
- };
-
- this.isWhitespace = function(s) {
- return (s == ' ' || s == '\r' || s == '\t' || s == '\n');
- };
-
- this.match = function(s, canCommentOut) {
- if (canCommentOut == undefined || canCommentOut == null)
- canCommentOut = true;
- this.skipWhitespace(canCommentOut);
- if (this.input.substring(this.pos, this.pos + s.length) == s) {
- this.pos += s.length;
- } else {
- throw "Token mismatch, expected " + s + ", found "
- + this.input.substring(this.pos);
- } this.skipWhitespace(canCommentOut);
- };
-
- this.tryMatch = function(s, canCommentOut) {
- if (canCommentOut == undefined || canCommentOut == null)
- canCommentOut = true;
- this.skipWhitespace(canCommentOut);
- if (this.input.substring(this.pos, this.pos + s.length) == s) {
- return true;
- } else {
- return false;
- } };
-
- /* when search for a match all text can be ignored, not just white space */
- this.matchAt = function() {
- while (this.input.length > this.pos && this.input[this.pos] != '@') {
- this.pos++;
- }
- if (this.input[this.pos] == '@') {
- return true;
- } return false;
- };
-
- this.skipWhitespace = function(canCommentOut) {
- while (this.isWhitespace(this.input[this.pos])) {
- this.pos++;
- } if (this.input[this.pos] == "%" && canCommentOut == true) {
- while (this.input[this.pos] != "\n") {
- this.pos++;
- } this.skipWhitespace(canCommentOut);
- } };
-
- this.value_braces = function() {
- var bracecount = 0;
- this.match("{", false);
- var start = this.pos;
- var escaped = false;
- while (true) {
- if (!escaped) {
- if (this.input[this.pos] == '}') {
- if (bracecount > 0) {
- bracecount--;
- } else {
- var end = this.pos;
- this.match("}", false);
- return this.input.substring(start, end);
- } } else if (this.input[this.pos] == '{') {
- bracecount++;
- } else if (this.pos >= this.input.length - 1) {
- throw "Unterminated value";
- } } if (this.input[this.pos] == '\\' && escaped == false)
- escaped = true;
- else
- escaped = false;
- this.pos++;
- } };
-
- this.value_comment = function() {
- var str = '';
- var brcktCnt = 0;
- while (!(this.tryMatch("}", false) && brcktCnt == 0)) {
- str = str + this.input[this.pos];
- if (this.input[this.pos] == '{')
- brcktCnt++;
- if (this.input[this.pos] == '}')
- brcktCnt--;
- if (this.pos >= this.input.length - 1) {
- throw "Unterminated value:" + this.input.substring(start);
- } this.pos++;
- } return str;
- };
-
- this.value_quotes = function() {
- this.match('"', false);
- var start = this.pos;
- var escaped = false;
- while (true) {
- if (!escaped) {
- if (this.input[this.pos] == '"') {
- var end = this.pos;
- this.match('"', false);
- return this.input.substring(start, end);
- } else if (this.pos >= this.input.length - 1) {
- throw "Unterminated value:" + this.input.substring(start);
- } }
- if (this.input[this.pos] == '\\' && escaped == false)
- escaped = true;
- else
- escaped = false;
- this.pos++;
- } };
-
- this.single_value = function() {
- var start = this.pos;
- if (this.tryMatch("{")) {
- return this.value_braces();
- } else if (this.tryMatch('"')) {
- return this.value_quotes();
- } else {
- var k = this.key();
- if (k.match("^[0-9]+$"))
- return k;
- else if (this.months.indexOf(k.toLowerCase()) >= 0)
- return k.toLowerCase();
- else
- throw "Value expected:" + this.input.substring(start) + ' for key: ' + k;
-
- } };
-
- this.value = function() {
- var values = [];
- values.push(this.single_value());
- while (this.tryMatch("#")) {
- this.match("#");
- values.push(this.single_value());
- } return values.join("");
- };
-
- this.key = function() {
- var start = this.pos;
- while (true) {
- if (this.pos >= this.input.length) {
- throw "Runaway key";
- } // а-яА-Я is Cyrillic
- //console.log(this.input[this.pos]);
- if (this.notKey.indexOf(this.input[this.pos]) >= 0) {
- return this.input.substring(start, this.pos);
- } else {
- this.pos++;
-
- } } };
-
- this.key_equals_value = function() {
- var key = this.key();
- if (this.tryMatch("=")) {
- this.match("=");
- var val = this.value();
- return [ key, val ];
- } else {
- throw "... = value expected, equals sign missing:"
- + this.input.substring(this.pos);
- } };
-
- this.key_value_list = function() {
- var kv = this.key_equals_value();
- this.currentEntry['entryTags'] = {};
- this.currentEntry['entryTags'][kv[0]] = kv[1];
- while (this.tryMatch(",")) {
- this.match(",");
- // fixes problems with commas at the end of a list
- if (this.tryMatch("}")) {
- break;
- }
- kv = this.key_equals_value();
- this.currentEntry['entryTags'][kv[0]] = kv[1];
- } };
-
- this.entry_body = function(d) {
- this.currentEntry = {};
- this.currentEntry['citationKey'] = this.key();
- this.currentEntry['entryType'] = d.substring(1);
- this.match(",");
- this.key_value_list();
- this.entries.push(this.currentEntry);
- };
-
- this.directive = function() {
- this.match("@");
- return "@" + this.key();
- };
-
- this.preamble = function() {
- this.currentEntry = {};
- this.currentEntry['entryType'] = 'PREAMBLE';
- this.currentEntry['entry'] = this.value_comment();
- this.entries.push(this.currentEntry);
- };
-
- this.comment = function() {
- this.currentEntry = {};
- this.currentEntry['entryType'] = 'COMMENT';
- this.currentEntry['entry'] = this.value_comment();
- this.entries.push(this.currentEntry);
- };
-
- this.entry = function(d) {
- this.entry_body(d);
- };
-
- this.bibtex = function() {
- while (this.matchAt()) {
- var d = this.directive();
- this.match("{");
- if (d == "@STRING") {
- this.string();
- } else if (d == "@PREAMBLE") {
- this.preamble();
- } else if (d == "@COMMENT") {
- this.comment();
- } else {
- this.entry(d);
- }
- this.match("}");
- } };
- }
- exports.toJSON = function(bibtex) {
- var b = new BibtexParser();
- b.setInput(bibtex);
- b.bibtex();
- return b.entries;
- };
-
- /* added during hackathon don't hate on me */
- exports.toBibtex = function(json) {
- var out = '';
- for ( var i in json) {
- out += "@" + json[i].entryType;
- out += '{';
- if (json[i].citationKey)
- out += json[i].citationKey + ', ';
- if (json[i].entry)
- out += json[i].entry ;
- if (json[i].entryTags) {
- var tags = '';
- for (var jdx in json[i].entryTags) {
- if (tags.length != 0)
- tags += ', ';
- tags += jdx + '= {' + json[i].entryTags[jdx] + '}';
- }
- out += tags;
- }
- out += '}\n\n';
- }
- return out;
-
- };
-
- })( exports);
-
- /* end bibtexParse */
- });
-
- // Copyright 2018 The Distill Template Authors
-
- function normalizeTag(string) {
- return string
- .replace(/[\t\n ]+/g, ' ')
- .replace(/{\\["^`.'acu~Hvs]( )?([a-zA-Z])}/g, (full, x, char) => char)
- .replace(/{\\([a-zA-Z])}/g, (full, char) => char);
- }
-
- function parseBibtex(bibtex) {
- const bibliography = new Map();
- const parsedEntries = bibtexParse.toJSON(bibtex);
- for (const entry of parsedEntries) {
- // normalize tags; note entryTags is an object, not Map
- for (const [key, value] of Object.entries(entry.entryTags)) {
- entry.entryTags[key.toLowerCase()] = normalizeTag(value);
- }
- entry.entryTags.type = entry.entryType;
- // add to bibliography
- bibliography.set(entry.citationKey, entry.entryTags);
- }
- return bibliography;
- }
-
- function serializeFrontmatterToBibtex(frontMatter) {
- return `@article{${frontMatter.slug},
- author = {${frontMatter.bibtexAuthors}},
- title = {${frontMatter.title}},
- journal = {${frontMatter.journal.title}},
- year = {${frontMatter.publishedYear}},
- note = {${frontMatter.url}},
- doi = {${frontMatter.doi}}
-}`;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- class Bibliography extends HTMLElement {
-
- static get is() { return 'd-bibliography'; }
-
- constructor() {
- super();
-
- // set up mutation observer
- const options = {childList: true, characterData: true, subtree: true};
- const observer = new MutationObserver( (entries) => {
- for (const entry of entries) {
- if (entry.target.nodeName === 'SCRIPT' || entry.type === 'characterData') {
- this.parseIfPossible();
- }
- }
- });
- observer.observe(this, options);
- }
-
- connectedCallback() {
- requestAnimationFrame(() => {
- this.parseIfPossible();
- });
- }
-
- parseIfPossible() {
- const scriptTag = this.querySelector('script');
- if (!scriptTag) return;
- if (scriptTag.type == 'text/bibtex') {
- const newBibtex = scriptTag.textContent;
- if (this.bibtex !== newBibtex) {
- this.bibtex = newBibtex;
- const bibliography = parseBibtex(this.bibtex);
- this.notify(bibliography);
- }
- } else if (scriptTag.type == 'text/json') {
- const bibliography = new Map(JSON.parse(scriptTag.textContent));
- this.notify(bibliography);
- } else {
- console.warn('Unsupported bibliography script tag type: ' + scriptTag.type);
- }
- }
-
- notify(bibliography) {
- const options = { detail: bibliography, bubbles: true };
- const event = new CustomEvent('onBibliographyChanged', options);
- this.dispatchEvent(event);
- }
-
- /* observe 'src' attribute */
-
- static get observedAttributes() {
- return ['src'];
- }
-
- receivedBibtex(event) {
- const bibliography = parseBibtex(event.target.response);
- this.notify(bibliography);
- }
-
- attributeChangedCallback(name, oldValue, newValue) {
- var oReq = new XMLHttpRequest();
- oReq.onload = (e) => this.receivedBibtex(e);
- oReq.onerror = () => console.warn(`Could not load Bibtex! (tried ${newValue})`);
- oReq.responseType = 'text';
- oReq.open('GET', newValue, true);
- oReq.send();
- }
-
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // import style from '../styles/d-byline.css';
-
- function bylineTemplate(frontMatter) {
- return `
-
-
-
Authors
-
Affiliations
- ${frontMatter.authors.map(author => `
-
- ${author.personalURL ? `
- ${author.name} ` : `
- ${author.name} `}
-
-
- ${author.affiliations.map(affiliation =>
- affiliation.url ? `${affiliation.name} ` : `${affiliation.name} `
- ).join(', ')}
-
- `).join('')}
-
-
-
Published
- ${frontMatter.publishedDate ? `
-
${frontMatter.publishedMonth} ${frontMatter.publishedDay}, ${frontMatter.publishedYear}
` : `
-
Not published yet.
`}
-
-
-
-`
- );
-
- class Cite extends T$3(HTMLElement) {
- /* Lifecycle */
- constructor() {
- super();
- this._numbers = [];
- this._entries = [];
- }
-
- connectedCallback() {
- this.outerSpan = this.root.querySelector("#citation-");
- this.innerSpan = this.root.querySelector(".citation-number");
- this.hoverBox = this.root.querySelector("d-hover-box");
- window.customElements.whenDefined("d-hover-box").then(() => {
- this.hoverBox.listen(this);
- });
- // in case this component got connected after values were set
- if (this.numbers) {
- this.displayNumbers(this.numbers);
- }
- if (this.entries) {
- this.displayEntries(this.entries);
- }
- }
-
- //TODO This causes an infinite loop on firefox with polyfills.
- // This is only needed for interactive editing so no priority.
- // disconnectedCallback() {
- // const options = { detail: [this, this.keys], bubbles: true };
- // const event = new CustomEvent('onCiteKeyRemoved', options);
- // document.dispatchEvent(event);
- // }
-
- /* observe 'key' attribute */
-
- static get observedAttributes() {
- return ["key", "bibtex-key"];
- }
-
- attributeChangedCallback(name, oldValue, newValue) {
- const eventName = oldValue ? "onCiteKeyChanged" : "onCiteKeyCreated";
- const keys = newValue.split(",").map(k => k.trim());
- const options = { detail: [this, keys], bubbles: true };
- const event = new CustomEvent(eventName, options);
- document.dispatchEvent(event);
- }
-
- set key(value) {
- this.setAttribute("key", value);
- }
-
- get key() {
- return this.getAttribute("key") || this.getAttribute("bibtex-key");
- }
-
- get keys() {
- const result = this.key.split(",");
- console.log(result);
- return result;
- }
-
- /* Setters & Rendering */
-
- set numbers(numbers) {
- this._numbers = numbers;
- this.displayNumbers(numbers);
- }
-
- get numbers() {
- return this._numbers;
- }
-
- displayNumbers(numbers) {
- if (!this.innerSpan) return;
- const numberStrings = numbers.map(index => {
- return index == -1 ? "?" : index + 1 + "";
- });
- const textContent = "[" + numberStrings.join(", ") + "]";
- this.innerSpan.textContent = textContent;
- }
-
- set entries(entries) {
- this._entries = entries;
- this.displayEntries(entries);
- }
-
- get entries() {
- return this._entries;
- }
-
- displayEntries(entries) {
- if (!this.hoverBox) return;
- this.hoverBox.innerHTML = `
- ${entries
- .map(hover_cite)
- .map(html => `${html} `)
- .join("\n")}
- `;
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const styles$1 = `
-d-citation-list {
- contain: style;
-}
-
-d-citation-list .references {
- grid-column: text;
-}
-
-d-citation-list .references .title {
- font-weight: 500;
-}
-`;
-
- function renderCitationList(element, entries, dom=document) {
- if (entries.size > 0) {
- element.style.display = '';
- let list = element.querySelector('.references');
- if (list) {
- list.innerHTML = '';
- } else {
- const stylesTag = dom.createElement('style');
- stylesTag.innerHTML = styles$1;
- element.appendChild(stylesTag);
-
- const heading = dom.createElement('h3');
- heading.id = 'references';
- heading.textContent = 'References';
- element.appendChild(heading);
-
- list = dom.createElement('ol');
- list.id = 'references-list';
- list.className = 'references';
- element.appendChild(list);
- }
-
- for (const [key, entry] of entries) {
- const listItem = dom.createElement('li');
- listItem.id = key;
- listItem.innerHTML = bibliography_cite(entry);
- list.appendChild(listItem);
- }
- } else {
- element.style.display = 'none';
- }
- }
-
- class CitationList extends HTMLElement {
-
- static get is() { return 'd-citation-list'; }
-
- connectedCallback() {
- if (!this.hasAttribute('distill-prerendered')) {
- this.style.display = 'none';
- }
- }
-
- set citations(citations) {
- renderCitationList(this, citations);
- }
-
- }
-
- var prism = createCommonjsModule(function (module) {
- /* **********************************************
- Begin prism-core.js
- ********************************************** */
-
- var _self = (typeof window !== 'undefined')
- ? window // if in browser
- : (
- (typeof WorkerGlobalScope !== 'undefined' && self instanceof WorkerGlobalScope)
- ? self // if in worker
- : {} // if in node js
- );
-
- /**
- * Prism: Lightweight, robust, elegant syntax highlighting
- * MIT license http://www.opensource.org/licenses/mit-license.php/
- * @author Lea Verou http://lea.verou.me
- */
-
- var Prism = (function (_self){
-
- // Private helper vars
- var lang = /\blang(?:uage)?-([\w-]+)\b/i;
- var uniqueId = 0;
-
-
- var _ = {
- manual: _self.Prism && _self.Prism.manual,
- disableWorkerMessageHandler: _self.Prism && _self.Prism.disableWorkerMessageHandler,
- util: {
- encode: function encode(tokens) {
- if (tokens instanceof Token) {
- return new Token(tokens.type, encode(tokens.content), tokens.alias);
- } else if (Array.isArray(tokens)) {
- return tokens.map(encode);
- } else {
- return tokens.replace(/&/g, '&').replace(/' + env.content + '';
- };
-
- /**
- * @param {string} text
- * @param {LinkedList} tokenList
- * @param {any} grammar
- * @param {LinkedListNode} startNode
- * @param {number} startPos
- * @param {boolean} [oneshot=false]
- * @param {string} [target]
- */
- function matchGrammar(text, tokenList, grammar, startNode, startPos, oneshot, target) {
- for (var token in grammar) {
- if (!grammar.hasOwnProperty(token) || !grammar[token]) {
- continue;
- }
-
- var patterns = grammar[token];
- patterns = Array.isArray(patterns) ? patterns : [patterns];
-
- for (var j = 0; j < patterns.length; ++j) {
- if (target && target == token + ',' + j) {
- return;
- }
-
- var pattern = patterns[j],
- inside = pattern.inside,
- lookbehind = !!pattern.lookbehind,
- greedy = !!pattern.greedy,
- lookbehindLength = 0,
- alias = pattern.alias;
-
- if (greedy && !pattern.pattern.global) {
- // Without the global flag, lastIndex won't work
- var flags = pattern.pattern.toString().match(/[imsuy]*$/)[0];
- pattern.pattern = RegExp(pattern.pattern.source, flags + 'g');
- }
-
- pattern = pattern.pattern || pattern;
-
- for ( // iterate the token list and keep track of the current token/string position
- var currentNode = startNode.next, pos = startPos;
- currentNode !== tokenList.tail;
- pos += currentNode.value.length, currentNode = currentNode.next
- ) {
-
- var str = currentNode.value;
-
- if (tokenList.length > text.length) {
- // Something went terribly wrong, ABORT, ABORT!
- return;
- }
-
- if (str instanceof Token) {
- continue;
- }
-
- var removeCount = 1; // this is the to parameter of removeBetween
-
- if (greedy && currentNode != tokenList.tail.prev) {
- pattern.lastIndex = pos;
- var match = pattern.exec(text);
- if (!match) {
- break;
- }
-
- var from = match.index + (lookbehind && match[1] ? match[1].length : 0);
- var to = match.index + match[0].length;
- var p = pos;
-
- // find the node that contains the match
- p += currentNode.value.length;
- while (from >= p) {
- currentNode = currentNode.next;
- p += currentNode.value.length;
- }
- // adjust pos (and p)
- p -= currentNode.value.length;
- pos = p;
-
- // the current node is a Token, then the match starts inside another Token, which is invalid
- if (currentNode.value instanceof Token) {
- continue;
- }
-
- // find the last node which is affected by this match
- for (
- var k = currentNode;
- k !== tokenList.tail && (p < to || (typeof k.value === 'string' && !k.prev.value.greedy));
- k = k.next
- ) {
- removeCount++;
- p += k.value.length;
- }
- removeCount--;
-
- // replace with the new match
- str = text.slice(pos, p);
- match.index -= pos;
- } else {
- pattern.lastIndex = 0;
-
- var match = pattern.exec(str);
- }
-
- if (!match) {
- if (oneshot) {
- break;
- }
-
- continue;
- }
-
- if (lookbehind) {
- lookbehindLength = match[1] ? match[1].length : 0;
- }
-
- var from = match.index + lookbehindLength,
- match = match[0].slice(lookbehindLength),
- to = from + match.length,
- before = str.slice(0, from),
- after = str.slice(to);
-
- var removeFrom = currentNode.prev;
-
- if (before) {
- removeFrom = addAfter(tokenList, removeFrom, before);
- pos += before.length;
- }
-
- removeRange(tokenList, removeFrom, removeCount);
-
- var wrapped = new Token(token, inside ? _.tokenize(match, inside) : match, alias, match, greedy);
- currentNode = addAfter(tokenList, removeFrom, wrapped);
-
- if (after) {
- addAfter(tokenList, currentNode, after);
- }
-
-
- if (removeCount > 1)
- matchGrammar(text, tokenList, grammar, currentNode.prev, pos, true, token + ',' + j);
-
- if (oneshot)
- break;
- }
- }
- }
- }
-
- /**
- * @typedef LinkedListNode
- * @property {T} value
- * @property {LinkedListNode | null} prev The previous node.
- * @property {LinkedListNode | null} next The next node.
- * @template T
- */
-
- /**
- * @template T
- */
- function LinkedList() {
- /** @type {LinkedListNode} */
- var head = { value: null, prev: null, next: null };
- /** @type {LinkedListNode} */
- var tail = { value: null, prev: head, next: null };
- head.next = tail;
-
- /** @type {LinkedListNode} */
- this.head = head;
- /** @type {LinkedListNode} */
- this.tail = tail;
- this.length = 0;
- }
-
- /**
- * Adds a new node with the given value to the list.
- * @param {LinkedList} list
- * @param {LinkedListNode} node
- * @param {T} value
- * @returns {LinkedListNode} The added node.
- * @template T
- */
- function addAfter(list, node, value) {
- // assumes that node != list.tail && values.length >= 0
- var next = node.next;
-
- var newNode = { value: value, prev: node, next: next };
- node.next = newNode;
- next.prev = newNode;
- list.length++;
-
- return newNode;
- }
- /**
- * Removes `count` nodes after the given node. The given node will not be removed.
- * @param {LinkedList} list
- * @param {LinkedListNode} node
- * @param {number} count
- * @template T
- */
- function removeRange(list, node, count) {
- var next = node.next;
- for (var i = 0; i < count && next !== list.tail; i++) {
- next = next.next;
- }
- node.next = next;
- next.prev = node;
- list.length -= i;
- }
- /**
- * @param {LinkedList} list
- * @returns {T[]}
- * @template T
- */
- function toArray(list) {
- var array = [];
- var node = list.head.next;
- while (node !== list.tail) {
- array.push(node.value);
- node = node.next;
- }
- return array;
- }
-
-
- if (!_self.document) {
- if (!_self.addEventListener) {
- // in Node.js
- return _;
- }
-
- if (!_.disableWorkerMessageHandler) {
- // In worker
- _self.addEventListener('message', function (evt) {
- var message = JSON.parse(evt.data),
- lang = message.language,
- code = message.code,
- immediateClose = message.immediateClose;
-
- _self.postMessage(_.highlight(code, _.languages[lang], lang));
- if (immediateClose) {
- _self.close();
- }
- }, false);
- }
-
- return _;
- }
-
- //Get current script and highlight
- var script = _.util.currentScript();
-
- if (script) {
- _.filename = script.src;
-
- if (script.hasAttribute('data-manual')) {
- _.manual = true;
- }
- }
-
- function highlightAutomaticallyCallback() {
- if (!_.manual) {
- _.highlightAll();
- }
- }
-
- if (!_.manual) {
- // If the document state is "loading", then we'll use DOMContentLoaded.
- // If the document state is "interactive" and the prism.js script is deferred, then we'll also use the
- // DOMContentLoaded event because there might be some plugins or languages which have also been deferred and they
- // might take longer one animation frame to execute which can create a race condition where only some plugins have
- // been loaded when Prism.highlightAll() is executed, depending on how fast resources are loaded.
- // See https://github.com/PrismJS/prism/issues/2102
- var readyState = document.readyState;
- if (readyState === 'loading' || readyState === 'interactive' && script && script.defer) {
- document.addEventListener('DOMContentLoaded', highlightAutomaticallyCallback);
- } else {
- if (window.requestAnimationFrame) {
- window.requestAnimationFrame(highlightAutomaticallyCallback);
- } else {
- window.setTimeout(highlightAutomaticallyCallback, 16);
- }
- }
- }
-
- return _;
-
- })(_self);
-
- if ( module.exports) {
- module.exports = Prism;
- }
-
- // hack for components to work correctly in node.js
- if (typeof commonjsGlobal !== 'undefined') {
- commonjsGlobal.Prism = Prism;
- }
-
-
- /* **********************************************
- Begin prism-markup.js
- ********************************************** */
-
- Prism.languages.markup = {
- 'comment': //,
- 'prolog': /<\?[\s\S]+?\?>/,
- 'doctype': {
- pattern: /"'[\]]|"[^"]*"|'[^']*')+(?:\[(?:(?!)*\]\s*)?>/i,
- greedy: true
- },
- 'cdata': //i,
- 'tag': {
- pattern: /<\/?(?!\d)[^\s>\/=$<%]+(?:\s(?:\s*[^\s>\/=]+(?:\s*=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+(?=[\s>]))|(?=[\s/>])))+)?\s*\/?>/i,
- greedy: true,
- inside: {
- 'tag': {
- pattern: /^<\/?[^\s>\/]+/i,
- inside: {
- 'punctuation': /^<\/?/,
- 'namespace': /^[^\s>\/:]+:/
- }
- },
- 'attr-value': {
- pattern: /=\s*(?:"[^"]*"|'[^']*'|[^\s'">=]+)/i,
- inside: {
- 'punctuation': [
- /^=/,
- {
- pattern: /^(\s*)["']|["']$/,
- lookbehind: true
- }
- ]
- }
- },
- 'punctuation': /\/?>/,
- 'attr-name': {
- pattern: /[^\s>\/]+/,
- inside: {
- 'namespace': /^[^\s>\/:]+:/
- }
- }
-
- }
- },
- 'entity': /&#?[\da-z]{1,8};/i
- };
-
- Prism.languages.markup['tag'].inside['attr-value'].inside['entity'] =
- Prism.languages.markup['entity'];
-
- // Plugin to make entity title show the real entity, idea by Roman Komarov
- Prism.hooks.add('wrap', function(env) {
-
- if (env.type === 'entity') {
- env.attributes['title'] = env.content.replace(/&/, '&');
- }
- });
-
- Object.defineProperty(Prism.languages.markup.tag, 'addInlined', {
- /**
- * Adds an inlined language to markup.
- *
- * An example of an inlined language is CSS with `
-
- block to let us know how to highlight your code; e.g.:\n zeros = np.zeros(shape) .');
- return;
- }
- const language = prism.languages[this.languageName];
- if (language == undefined) {
- console.warn(`Distill does not yet support highlighting your code block in "${this.languageName}'.`);
- return;
- }
-
- let content = this.textContent;
- const codeTag = this.shadowRoot.querySelector('#code-container');
-
- if (this.hasAttribute('block')) {
- // normalize the tab indents
- content = content.replace(/\n/, '');
- const tabs = content.match(/\s*/);
- content = content.replace(new RegExp('\n' + tabs, 'g'), '\n');
- content = content.trim();
- // wrap code block in pre tag if needed
- if (codeTag.parentNode instanceof ShadowRoot) {
- const preTag = document.createElement('pre');
- this.shadowRoot.removeChild(codeTag);
- preTag.appendChild(codeTag);
- this.shadowRoot.appendChild(preTag);
- }
-
- }
-
- codeTag.className = `language-${this.languageName}`;
- codeTag.innerHTML = prism.highlight(content, language);
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const T$5 = Template('d-footnote', `
-
-
-
-
-
-
-
-
-
-`);
-
- class Footnote extends T$5(HTMLElement) {
-
- constructor() {
- super();
-
- const options = {childList: true, characterData: true, subtree: true};
- const observer = new MutationObserver(this.notify);
- observer.observe(this, options);
- }
-
- notify() {
- const options = { detail: this, bubbles: true };
- const event = new CustomEvent('onFootnoteChanged', options);
- document.dispatchEvent(event);
- }
-
- connectedCallback() {
- // listen and notify about changes to slotted content
- // const slot = this.shadowRoot.querySelector('#slot');
- // console.warn(slot.textContent);
- // slot.addEventListener('slotchange', this.notify);
- this.hoverBox = this.root.querySelector('d-hover-box');
- window.customElements.whenDefined('d-hover-box').then(() => {
- this.hoverBox.listen(this);
- });
- // create numeric ID
- Footnote.currentFootnoteId += 1;
- const IdString = Footnote.currentFootnoteId.toString();
- this.root.host.id = 'd-footnote-' + IdString;
-
- // set up hidden hover box
- const id = 'dt-fn-hover-box-' + IdString;
- this.hoverBox.id = id;
-
- // set up visible footnote marker
- const span = this.root.querySelector('#fn-');
- span.setAttribute('id', 'fn-' + IdString);
- span.setAttribute('data-hover-ref', id);
- span.textContent = IdString;
- }
-
- }
-
- Footnote.currentFootnoteId = 0;
-
- // Copyright 2018 The Distill Template Authors
-
- const T$6 = Template('d-footnote-list', `
-
-
-Footnotes
-Table of contents
- `;
-
- for (const el of headings) {
- // should element be included in TOC?
- const isInTitle = el.parentElement.tagName == 'D-TITLE';
- const isException = el.getAttribute('no-toc');
- if (isInTitle || isException) continue;
- // create TOC entry
- const title = el.textContent;
- const link = '#' + el.getAttribute('id');
-
- let newLine = '' + '' + title + ' ' + ' ';
- if (el.tagName == 'H3') {
- newLine = '';
- } else {
- newLine += ' ';
- element.innerHTML = ToC;
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // Figure
- //
- // d-figure provides a state-machine of visibility events:
- //
- // scroll out of view
- // +----------------+
- // *do work here* | |
- // +----------------+ +-+---------+ +-v---------+
- // | ready +----> onscreen | | offscreen |
- // +----------------+ +---------^-+ +---------+-+
- // | |
- // +----------------+
- // scroll into view
- //
-
- class Figure extends HTMLElement {
-
- static get is() { return 'd-figure'; }
-
- static get readyQueue() {
- if (!Figure._readyQueue) {
- Figure._readyQueue = [];
- }
- return Figure._readyQueue;
- }
-
- static addToReadyQueue(figure) {
- if (Figure.readyQueue.indexOf(figure) === -1) {
- Figure.readyQueue.push(figure);
- Figure.runReadyQueue();
- }
- }
-
- static runReadyQueue() {
- // console.log("Checking to run readyQueue, length: " + Figure.readyQueue.length + ", scrolling: " + Figure.isScrolling);
- // if (Figure.isScrolling) return;
- // console.log("Running ready Queue");
- const figure = Figure.readyQueue
- .sort((a,b) => a._seenOnScreen - b._seenOnScreen )
- .filter((figure) => !figure._ready)
- .pop();
- if (figure) {
- figure.ready();
- requestAnimationFrame(Figure.runReadyQueue);
- }
-
- }
-
- constructor() {
- super();
- // debugger
- this._ready = false;
- this._onscreen = false;
- this._offscreen = true;
- }
-
- connectedCallback() {
- this.loadsWhileScrolling = this.hasAttribute('loadsWhileScrolling');
- Figure.marginObserver.observe(this);
- Figure.directObserver.observe(this);
- }
-
- disconnectedCallback() {
- Figure.marginObserver.unobserve(this);
- Figure.directObserver.unobserve(this);
- }
-
- // We use two separate observers:
- // One with an extra 1000px margin to warn if the viewpoint gets close,
- // And one for the actual on/off screen events
-
- static get marginObserver() {
- if (!Figure._marginObserver) {
- // if (!('IntersectionObserver' in window)) {
- // throw new Error('no interscetionobbserver!');
- // }
- const viewportHeight = window.innerHeight;
- const margin = Math.floor(2 * viewportHeight);
- const options = {rootMargin: margin + 'px 0px ' + margin + 'px 0px', threshold: 0.01};
- const callback = Figure.didObserveMarginIntersection;
- const observer = new IntersectionObserver(callback, options);
- Figure._marginObserver = observer;
- }
- return Figure._marginObserver;
- }
-
- static didObserveMarginIntersection(entries) {
- for (const entry of entries) {
- const figure = entry.target;
- if (entry.isIntersecting && !figure._ready) {
- Figure.addToReadyQueue(figure);
- }
- }
- }
-
- static get directObserver() {
- if (!Figure._directObserver) {
- Figure._directObserver = new IntersectionObserver(
- Figure.didObserveDirectIntersection, {
- rootMargin: '0px', threshold: [0, 1.0],
- }
- );
- }
- return Figure._directObserver;
- }
-
- static didObserveDirectIntersection(entries) {
- for (const entry of entries) {
- const figure = entry.target;
- if (entry.isIntersecting) {
- figure._seenOnScreen = new Date();
- // if (!figure._ready) { figure.ready(); }
- if (figure._offscreen) { figure.onscreen(); }
- } else {
- if (figure._onscreen) { figure.offscreen(); }
- }
- }
- }
-
- // Notify listeners that registered late, too:
-
- addEventListener(eventName, callback) {
- super.addEventListener(eventName, callback);
- // if we had already dispatched something while presumingly no one was listening, we do so again
- // debugger
- if (eventName === 'ready') {
- if (Figure.readyQueue.indexOf(this) !== -1) {
- this._ready = false;
- Figure.runReadyQueue();
- }
- }
- if (eventName === 'onscreen') {
- this.onscreen();
- }
- }
-
- // Custom Events
-
- ready() {
- // debugger
- this._ready = true;
- Figure.marginObserver.unobserve(this);
- const event = new CustomEvent('ready');
- this.dispatchEvent(event);
- }
-
- onscreen() {
- this._onscreen = true;
- this._offscreen = false;
- const event = new CustomEvent('onscreen');
- this.dispatchEvent(event);
- }
-
- offscreen() {
- this._onscreen = false;
- this._offscreen = true;
- const event = new CustomEvent('offscreen');
- this.dispatchEvent(event);
- }
-
- }
-
- if (typeof window !== 'undefined') {
-
- Figure.isScrolling = false;
- let timeout;
- const resetTimer = () => {
- Figure.isScrolling = true;
- clearTimeout(timeout);
- timeout = setTimeout(() => {
- Figure.isScrolling = false;
- Figure.runReadyQueue();
- }, 500);
- };
- window.addEventListener('scroll', resetTimer, true);
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- // This overlay is not secure.
- // It is only meant as a social deterrent.
-
- const productionHostname = 'distill.pub';
- const T$9 = Template('d-interstitial', `
-
-
-
-
-
This article is in review.
-
Do not share this URL or the contents of this article. Thank you!
-
-
Enter the password we shared with you as part of the review process to view the article.
-
-
\n \n \n";
-
- const headerTemplate = `
-
-
-`;
-
- // Copyright 2018 The Distill Template Authors
-
- const T$b = Template('distill-header', headerTemplate, false);
-
- class DistillHeader extends T$b(HTMLElement) {
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const styles$2 = `
-
-`;
-
- function appendixTemplate(frontMatter) {
- let html = styles$2;
-
- if (typeof frontMatter.githubUrl !== 'undefined') {
- html += `
- Updates and Corrections
- `;
- if (frontMatter.githubCompareUpdatesUrl) {
- html += `View all changes to this article since it was first published.`;
- }
- html += `
- If you see mistakes or want to suggest changes, please create an issue on GitHub .
- `;
- }
-
- const journal = frontMatter.journal;
- if (typeof journal !== 'undefined' && journal.title === 'Distill') {
- html += `
- Reuse
- Diagrams and text are licensed under Creative Commons Attribution CC-BY 4.0 with the source available on GitHub , unless noted otherwise. The figures that have been reused from other sources don’t fall under this license and can be recognized by a note in their caption: “Figure from …”.
- `;
- }
-
- if (typeof frontMatter.publishedDate !== 'undefined') {
- html += `
- Citation
- For attribution in academic contexts, please cite this work as
- ${frontMatter.concatenatedAuthors}, "${frontMatter.title}", Distill, ${frontMatter.publishedYear}.
- BibTeX citation
- ${serializeFrontmatterToBibtex(frontMatter)}
- `;
- }
-
- return html;
- }
-
- class DistillAppendix extends HTMLElement {
-
- static get is() { return 'distill-appendix'; }
-
- set frontMatter(frontMatter) {
- this.innerHTML = appendixTemplate(frontMatter);
- }
-
- }
-
- const footerTemplate = `
-
-
-
-
-`;
-
- // Copyright 2018 The Distill Template Authors
-
- const T$c = Template('distill-footer', footerTemplate);
-
- class DistillFooter extends T$c(HTMLElement) {
-
- }
-
- // Copyright 2018 The Distill Template Authors
-
- let templateIsLoading = false;
- let runlevel = 0;
- const initialize = function() {
- if (window.distill.runlevel < 1) {
- throw new Error("Insufficient Runlevel for Distill Template!");
- }
-
- /* 1. Flag that we're being loaded */
- if ("distill" in window && window.distill.templateIsLoading) {
- throw new Error(
- "Runlevel 1: Distill Template is getting loaded more than once, aborting!"
- );
- } else {
- window.distill.templateIsLoading = true;
- console.debug("Runlevel 1: Distill Template has started loading.");
- }
-
- /* 2. Add styles if they weren't added during prerendering */
- makeStyleTag(document);
- console.debug("Runlevel 1: Static Distill styles have been added.");
- console.debug("Runlevel 1->2.");
- window.distill.runlevel += 1;
-
- /* 3. Register Controller listener functions */
- /* Needs to happen before components to their connected callbacks have a controller to talk to. */
- for (const [functionName, callback] of Object.entries(Controller.listeners)) {
- if (typeof callback === "function") {
- document.addEventListener(functionName, callback);
- } else {
- console.error("Runlevel 2: Controller listeners need to be functions!");
- }
- }
- console.debug("Runlevel 2: We can now listen to controller events.");
- console.debug("Runlevel 2->3.");
- window.distill.runlevel += 1;
-
- /* 4. Register components */
- const components = [
- Abstract, Appendix, Article, Bibliography, Byline, Cite, CitationList, Code,
- Footnote, FootnoteList, FrontMatter$1, HoverBox, Title, DMath, References, TOC, Figure,
- Slider, Interstitial
- ];
-
- const distillComponents = [DistillHeader, DistillAppendix, DistillFooter];
-
- if (window.distill.runlevel < 2) {
- throw new Error("Insufficient Runlevel for adding custom elements!");
- }
- const allComponents = components.concat(distillComponents);
- for (const component of allComponents) {
- console.debug("Runlevel 2: Registering custom element: " + component.is);
- customElements.define(component.is, component);
- }
-
- console.debug(
- "Runlevel 3: Distill Template finished registering custom elements."
- );
- console.debug("Runlevel 3->4.");
- window.distill.runlevel += 1;
-
- // If template was added after DOMContentLoaded we may have missed that event.
- // Controller will check for that case, so trigger the event explicitly:
- if (domContentLoaded()) {
- Controller.listeners.DOMContentLoaded();
- }
-
- console.debug("Runlevel 4: Distill Template initialisation complete.");
- window.distill.templateIsLoading = false;
- window.distill.templateHasLoaded = true;
- };
-
- window.distill = { runlevel, initialize, templateIsLoading };
-
- /* 0. Check browser feature support; synchronously polyfill if needed */
- if (Polyfills.browserSupportsAllFeatures()) {
- console.debug("Runlevel 0: No need for polyfills.");
- console.debug("Runlevel 0->1.");
- window.distill.runlevel += 1;
- window.distill.initialize();
- } else {
- console.debug("Runlevel 0: Distill Template is loading polyfills.");
- Polyfills.load(window.distill.initialize);
- }
-
-})));
-//# sourceMappingURL=template.v2.js.map
+!function(n){"function"==typeof define&&define.amd?define(n):n()}(function(){"use strict";
+// Copyright 2018 The Distill Template Authors
+function n(n,t){n.title=t.title,t.published&&(t.published instanceof Date?n.publishedDate=t.published:t.published.constructor===String&&(n.publishedDate=new Date(t.published))),t.publishedDate&&(t.publishedDate instanceof Date?n.publishedDate=t.publishedDate:t.publishedDate.constructor===String?n.publishedDate=new Date(t.publishedDate):console.error("Don't know what to do with published date: "+t.publishedDate)),n.description=t.description,n.authors=t.authors.map(n=>new Nr(n)),n.katex=t.katex,n.password=t.password,t.doi&&(n.doi=t.doi)}
+// Copyright 2018 The Distill Template Authors
+function t(n=document){const t=new Set,e=n.querySelectorAll("d-cite");for(const n of e){const e=(n.getAttribute("key")||n.getAttribute("bibtex-key")).split(",").map(n=>n.trim());for(const n of e)t.add(n)}return[...t]}function e(n,t,e,i){if(null==n.author)return"";var r=n.author.split(" and ");let o=r.map(n=>{if(-1!=(n=n.trim()).indexOf(","))var e=n.split(",")[0].trim(),i=n.split(",")[1];else if(-1!=n.indexOf(" "))e=n.split(" ").slice(-1)[0].trim(),i=n.split(" ").slice(0,-1).join(" ");else e=n.trim();var r="";return i!=undefined&&(r=(r=i.trim().split(" ").map(n=>n.trim()[0])).join(".")+"."),t.replace("${F}",i).replace("${L}",e).replace("${I}",r).trim()});if(r.length>1){var a=o.slice(0,r.length-1).join(e);return a+=(i||e)+o[r.length-1]}return o[0]}function i(n){var t=n.journal||n.booktitle||"";if("volume"in n){var e=n.issue||n.number;e=e!=undefined?"("+e+")":"",t+=", Vol "+n.volume+e}return"pages"in n&&(t+=", pp. "+n.pages),""!=t&&(t+=". "),"publisher"in n&&"."!=(t+=n.publisher)[t.length-1]&&(t+="."),t}function r(n){if("url"in n){var t=n.url,e=/arxiv\.org\/abs\/([0-9\.]*)/.exec(t);if(null!=e&&(t=`http://arxiv.org/pdf/${e[1]}.pdf`),".pdf"==t.slice(-4))var i="PDF";else if(".html"==t.slice(-5))i="HTML";return` [${i||"link"}] `}return""}function o(n,t){return"doi"in n?`${t?"DOI: ${n.doi} `:""}function a(n){return''+n.title+" "}function s(n){if(n){var t=a(n);return t+=r(n)+""+n.title+" ",t+=r(n),t+=""+s,t}return"?"}function u(){return-1!==["interactive","complete"].indexOf(document.readyState)}
+// Copyright 2018 The Distill Template Authors
+function c(n){for(let t of n.authors){const n=Boolean(t.affiliation),e=Boolean(t.affiliations);if(n)if(e)console.warn(`Author ${t.author} has both old-style ("affiliation" & "affiliationURL") and new style ("affiliations") affiliation information!`);else{let n={name:t.affiliation};t.affiliationURL&&(n.url=t.affiliationURL),t.affiliations=[n]}}return n}function d(n){const t=n.firstElementChild;if(t){if("json"==t.getAttribute("type").split("/")[1]){const n=t.textContent;return c(JSON.parse(n))}console.error("Distill only supports JSON frontmatter tags anymore; no more YAML.")}else console.error("You added a frontmatter tag but did not provide a script tag with front matter data in it. Please take a look at our templates.");return{}}
+// Copyright 2018 The Distill Template Authors
+function h(n,t){const e=n.body,i=e.querySelector("d-article");if(!i)return void console.warn("No d-article tag found; skipping adding optional components!");let r=n.querySelector("d-byline");r||(t.authors?(r=n.createElement("d-byline"),e.insertBefore(r,i)):console.warn("No authors found in front matter; please add them before submission!"));let o=n.querySelector("d-title");o||(o=n.createElement("d-title"),e.insertBefore(o,r));let a=o.querySelector("h1");a||((a=n.createElement("h1")).textContent=t.title,o.insertBefore(a,o.firstChild));const s="undefined"!=typeof t.password;let l=e.querySelector("d-interstitial");if(s&&!l){const i="undefined"!=typeof window,r=i&&window.location.hostname.includes("localhost");i&&r||((l=n.createElement("d-interstitial")).password=t.password,e.insertBefore(l,e.firstChild))}else!s&&l&&l.parentElement.removeChild(this);let u=n.querySelector("d-appendix");u||(u=n.createElement("d-appendix"),n.body.appendChild(u));let c=n.querySelector("d-footnote-list");c||(c=n.createElement("d-footnote-list"),u.appendChild(c));let d=n.querySelector("d-citation-list");d||(d=n.createElement("d-citation-list"),u.appendChild(d))}
+// Copyright 2018 The Distill Template Authors
+function p(n){const t="distill-prerendered-styles";if(!n.getElementById(t)){const e=n.createElement("style");e.id=t,e.type="text/css";const i=n.createTextNode(Kr);e.appendChild(i);const r=n.head.querySelector("script");n.head.insertBefore(e,r)}}
+// Copyright 2018 The Distill Template Authors
+function f(n,t){console.debug("Runlevel 0: Polyfill required: "+n.name);const e=document.createElement("script");e.src=n.url,e.async=!1,t&&(e.onload=function(){t(n)}),e.onerror=function(){new Error("Runlevel 0: Polyfills failed to load script "+n.name)},document.head.appendChild(e)}
+// Copyright 2018 The Distill Template Authors
+function g(n){return`${n} {\n grid-column: left / text;\n }\n `}
+// Copyright 2018 The Distill Template Authors
+function m(n,t){return n(t={exports:{}},t.exports),t.exports}
+// Copyright 2018 The Distill Template Authors
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+// Copyright 2018 The Distill Template Authors
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+class ss extends(as(HTMLElement)){}
+// Copyright 2018 The Distill Template Authors
+const ls="\n\n";class us extends HTMLElement{static get is(){return"distill-appendix"}set frontMatter(n){this.innerHTML=Sr(n)}}const cs=Or("distill-footer",`\n\n\n\n\n`);
+// Copyright 2018 The Distill Template Authors
+class ds extends(cs(HTMLElement)){}
+// Copyright 2018 The Distill Template Authors
+let hs=!1,ps=0;const fs=function(){if(window.distill.runlevel<1)throw new Error("Insufficient Runlevel for Distill Template!");if("distill"in window&&window.distill.templateIsLoading)throw new Error("Runlevel 1: Distill Template is getting loaded more than once, aborting!");window.distill.templateIsLoading=!0,console.debug("Runlevel 1: Distill Template has started loading."),p(document),console.debug("Runlevel 1: Static Distill styles have been added."),console.debug("Runlevel 1->2."),window.distill.runlevel+=1;for(const[n,t]of Object.entries(Vr.listeners))"function"==typeof t?document.addEventListener(n,t):console.error("Runlevel 2: Controller listeners need to be functions!");console.debug("Runlevel 2: We can now listen to controller events."),console.debug("Runlevel 2->3."),window.distill.runlevel+=1;const n=[Jr,to,io,ao,so,uo,ho,go,bo,vo,Wr,xo,ko,Yr,Mo,To,_o,rs,Eo],t=[ss,us,ds];if(window.distill.runlevel<2)throw new Error("Insufficient Runlevel for adding custom elements!");const e=n.concat(t);for(const n of e)console.debug("Runlevel 2: Registering custom element: "+n.is),customElements.define(n.is,n);console.debug("Runlevel 3: Distill Template finished registering custom elements."),console.debug("Runlevel 3->4."),window.distill.runlevel+=1,u()&&Vr.listeners.DOMContentLoaded(),console.debug("Runlevel 4: Distill Template initialisation complete."),window.distill.templateIsLoading=!1,window.distill.templateHasLoaded=!0};window.distill={runlevel:ps,initialize:fs,templateIsLoading:hs},Zr.browserSupportsAllFeatures()?(console.debug("Runlevel 0: No need for polyfills."),console.debug("Runlevel 0->1."),window.distill.runlevel+=1,window.distill.initialize()):(console.debug("Runlevel 0: Distill Template is loading polyfills."),Zr.load(window.distill.initialize))});
\ No newline at end of file
diff --git a/assets/js/distillpub/transforms.v2.js b/assets/js/distillpub/transforms.v2.js
index 2d12d32..41d3b7d 100644
--- a/assets/js/distillpub/transforms.v2.js
+++ b/assets/js/distillpub/transforms.v2.js
@@ -1,13185 +1,75 @@
-(function (global, factory) {
- typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports, require('fs')) :
- typeof define === 'function' && define.amd ? define(['exports', 'fs'], factory) :
- (global = global || self, factory(global.dl = {}, global.fs));
-}(this, (function (exports, fs) { 'use strict';
-
- fs = fs && Object.prototype.hasOwnProperty.call(fs, 'default') ? fs['default'] : fs;
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- const days = ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday'];
- const months = ['Jan.', 'Feb.', 'March', 'April', 'May', 'June', 'July', 'Aug.', 'Sept.', 'Oct.', 'Nov.', 'Dec.'];
- const zeroPad = n => n < 10 ? '0' + n : n;
-
- const RFC = function(date) {
- const day = days[date.getDay()].substring(0, 3);
- const paddedDate = zeroPad(date.getDate());
- const month = months[date.getMonth()].substring(0,3);
- const year = date.getFullYear().toString();
- const hours = date.getUTCHours().toString();
- const minutes = date.getUTCMinutes().toString();
- const seconds = date.getUTCSeconds().toString();
- return `${day}, ${paddedDate} ${month} ${year} ${hours}:${minutes}:${seconds} Z`;
- };
-
- const objectFromMap = function(map) {
- const object = Array.from(map).reduce((object, [key, value]) => (
- Object.assign(object, { [key]: value }) // Be careful! Maps can have non-String keys; object literals can't.
- ), {});
- return object;
- };
-
- const mapFromObject = function(object) {
- const map = new Map();
- for (var property in object) {
- if (object.hasOwnProperty(property)) {
- map.set(property, object[property]);
- }
- }
- return map;
- };
-
- class Author {
-
- // constructor(name='', personalURL='', affiliation='', affiliationURL='') {
- // this.name = name; // 'Chris Olah'
- // this.personalURL = personalURL; // 'https://colah.github.io'
- // this.affiliation = affiliation; // 'Google Brain'
- // this.affiliationURL = affiliationURL; // 'https://g.co/brain'
- // }
-
- constructor(object) {
- this.name = object.author; // 'Chris Olah'
- this.personalURL = object.authorURL; // 'https://colah.github.io'
- this.affiliation = object.affiliation; // 'Google Brain'
- this.affiliationURL = object.affiliationURL; // 'https://g.co/brain'
- this.affiliations = object.affiliations || []; // new-style affiliations
- }
-
- // 'Chris'
- get firstName() {
- const names = this.name.split(' ');
- return names.slice(0, names.length - 1).join(' ');
- }
-
- // 'Olah'
- get lastName() {
- const names = this.name.split(' ');
- return names[names.length -1];
- }
- }
-
- function mergeFromYMLFrontmatter(target, source) {
- target.title = source.title;
- if (source.published) {
- if (source.published instanceof Date) {
- target.publishedDate = source.published;
- } else if (source.published.constructor === String) {
- target.publishedDate = new Date(source.published);
- }
- }
- if (source.publishedDate) {
- if (source.publishedDate instanceof Date) {
- target.publishedDate = source.publishedDate;
- } else if (source.publishedDate.constructor === String) {
- target.publishedDate = new Date(source.publishedDate);
- } else {
- console.error('Don\'t know what to do with published date: ' + source.publishedDate);
- }
- }
- target.description = source.description;
- target.authors = source.authors.map( (authorObject) => new Author(authorObject));
- target.katex = source.katex;
- target.password = source.password;
- if (source.doi) {
- target.doi = source.doi;
- }
- }
-
- class FrontMatter {
- constructor() {
- this.title = 'unnamed article'; // 'Attention and Augmented Recurrent Neural Networks'
- this.description = ''; // 'A visual overview of neural attention...'
- this.authors = []; // Array of Author(s)
-
- this.bibliography = new Map();
- this.bibliographyParsed = false;
- // {
- // 'gregor2015draw': {
- // 'title': 'DRAW: A recurrent neural network for image generation',
- // 'author': 'Gregor, Karol and Danihelka, Ivo and Graves, Alex and Rezende, Danilo Jimenez and Wierstra, Daan',
- // 'journal': 'arXiv preprint arXiv:1502.04623',
- // 'year': '2015',
- // 'url': 'https://arxiv.org/pdf/1502.04623.pdf',
- // 'type': 'article'
- // },
- // }
-
- // Citation keys should be listed in the order that they are appear in the document.
- // Each key refers to a key in the bibliography dictionary.
- this.citations = []; // [ 'gregor2015draw', 'mercier2011humans' ]
- this.citationsCollected = false;
-
- //
- // Assigned from posts.csv
- //
-
- // publishedDate: 2016-09-08T07:00:00.000Z,
- // tags: [ 'rnn' ],
- // distillPath: '2016/augmented-rnns',
- // githubPath: 'distillpub/post--augmented-rnns',
- // doiSuffix: 1,
-
- //
- // Assigned from journal
- //
- this.journal = {};
- // journal: {
- // 'title': 'Distill',
- // 'full_title': 'Distill',
- // 'abbrev_title': 'Distill',
- // 'url': 'http://distill.pub',
- // 'doi': '10.23915/distill',
- // 'publisherName': 'Distill Working Group',
- // 'publisherEmail': 'admin@distill.pub',
- // 'issn': '2476-0757',
- // 'editors': [...],
- // 'committee': [...]
- // }
- // volume: 1,
- // issue: 9,
-
- this.katex = {};
-
- //
- // Assigned from publishing process
- //
-
- // githubCompareUpdatesUrl: 'https://github.com/distillpub/post--augmented-rnns/compare/1596e094d8943d2dc0ea445d92071129c6419c59...3bd9209e0c24d020f87cf6152dcecc6017cbc193',
- // updatedDate: 2017-03-21T07:13:16.000Z,
- // doi: '10.23915/distill.00001',
- this.doi = undefined;
- this.publishedDate = undefined;
- }
-
- // Example:
- // title: Demo Title Attention and Augmented Recurrent Neural Networks
- // published: Jan 10, 2017
- // authors:
- // - Chris Olah:
- // - Shan Carter: http://shancarter.com
- // affiliations:
- // - Google Brain:
- // - Google Brain: http://g.co/brain
-
- //
- // Computed Properties
- //
-
- // 'http://distill.pub/2016/augmented-rnns',
- set url(value) {
- this._url = value;
- }
- get url() {
- if (this._url) {
- return this._url;
- } else if (this.distillPath && this.journal.url) {
- return this.journal.url + '/' + this.distillPath;
- } else if (this.journal.url) {
- return this.journal.url;
- }
- }
-
- // 'https://github.com/distillpub/post--augmented-rnns',
- get githubUrl() {
- if (this.githubPath) {
- return 'https://github.com/' + this.githubPath;
- } else {
- return undefined;
- }
- }
-
- // TODO resolve differences in naming of URL/Url/url.
- // 'http://distill.pub/2016/augmented-rnns/thumbnail.jpg',
- set previewURL(value) {
- this._previewURL = value;
- }
- get previewURL() {
- return this._previewURL ? this._previewURL : this.url + '/thumbnail.jpg';
- }
-
- // 'Thu, 08 Sep 2016 00:00:00 -0700',
- get publishedDateRFC() {
- return RFC(this.publishedDate);
- }
-
- // 'Thu, 08 Sep 2016 00:00:00 -0700',
- get updatedDateRFC() {
- return RFC(this.updatedDate);
- }
-
- // 2016,
- get publishedYear() {
- return this.publishedDate.getFullYear();
- }
-
- // 'Sept',
- get publishedMonth() {
- return months[this.publishedDate.getMonth()];
- }
-
- // 8,
- get publishedDay() {
- return this.publishedDate.getDate();
- }
-
- // '09',
- get publishedMonthPadded() {
- return zeroPad(this.publishedDate.getMonth() + 1);
- }
-
- // '08',
- get publishedDayPadded() {
- return zeroPad(this.publishedDate.getDate());
- }
-
- get publishedISODateOnly() {
- return this.publishedDate.toISOString().split('T')[0];
- }
-
- get volume() {
- const volume = this.publishedYear - 2015;
- if (volume < 1) {
- throw new Error('Invalid publish date detected during computing volume');
- }
- return volume;
- }
-
- get issue() {
- return this.publishedDate.getMonth() + 1;
- }
-
- // 'Olah & Carter',
- get concatenatedAuthors() {
- if (this.authors.length > 2) {
- return this.authors[0].lastName + ', et al.';
- } else if (this.authors.length === 2) {
- return this.authors[0].lastName + ' & ' + this.authors[1].lastName;
- } else if (this.authors.length === 1) {
- return this.authors[0].lastName;
- }
- }
-
- // 'Olah, Chris and Carter, Shan',
- get bibtexAuthors() {
- return this.authors.map(author => {
- return author.lastName + ', ' + author.firstName;
- }).join(' and ');
- }
-
- // 'olah2016attention'
- get slug() {
- let slug = '';
- if (this.authors.length) {
- slug += this.authors[0].lastName.toLowerCase();
- slug += this.publishedYear;
- slug += this.title.split(' ')[0].toLowerCase();
- }
- return slug || 'Untitled';
- }
-
- get bibliographyEntries() {
- return new Map(this.citations.map( citationKey => {
- const entry = this.bibliography.get(citationKey);
- return [citationKey, entry];
- }));
- }
-
- set bibliography(bibliography) {
- if (bibliography instanceof Map) {
- this._bibliography = bibliography;
- } else if (typeof bibliography === 'object') {
- this._bibliography = mapFromObject(bibliography);
- }
- }
-
- get bibliography() {
- return this._bibliography;
- }
-
- static fromObject(source) {
- const frontMatter = new FrontMatter();
- Object.assign(frontMatter, source);
- return frontMatter;
- }
-
- assignToObject(target) {
- Object.assign(target, this);
- target.bibliography = objectFromMap(this.bibliographyEntries);
- target.url = this.url;
- target.doi = this.doi;
- target.githubUrl = this.githubUrl;
- target.previewURL = this.previewURL;
- if (this.publishedDate) {
- target.volume = this.volume;
- target.issue = this.issue;
- target.publishedDateRFC = this.publishedDateRFC;
- target.publishedYear = this.publishedYear;
- target.publishedMonth = this.publishedMonth;
- target.publishedDay = this.publishedDay;
- target.publishedMonthPadded = this.publishedMonthPadded;
- target.publishedDayPadded = this.publishedDayPadded;
- }
- if (this.updatedDate) {
- target.updatedDateRFC = this.updatedDateRFC;
- }
- target.concatenatedAuthors = this.concatenatedAuthors;
- target.bibtexAuthors = this.bibtexAuthors;
- target.slug = this.slug;
- }
-
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function _moveLegacyAffiliationFormatIntoArray(frontMatter) {
- // authors used to have propoerties "affiliation" and "affiliationURL".
- // We now encourage using an array for affiliations containing objects with
- // properties "name" and "url".
- for (let author of frontMatter.authors) {
- const hasOldStyle = Boolean(author.affiliation);
- const hasNewStyle = Boolean(author.affiliations);
- if (!hasOldStyle) continue;
- if (hasNewStyle) {
- console.warn(`Author ${author.author} has both old-style ("affiliation" & "affiliationURL") and new style ("affiliations") affiliation information!`);
- } else {
- let newAffiliation = {
- "name": author.affiliation
- };
- if (author.affiliationURL) newAffiliation.url = author.affiliationURL;
- author.affiliations = [newAffiliation];
- }
- }
- return frontMatter
- }
-
- function parseFrontmatter(element) {
- const scriptTag = element.firstElementChild;
- if (scriptTag) {
- const type = scriptTag.getAttribute('type');
- if (type.split('/')[1] == 'json') {
- const content = scriptTag.textContent;
- const parsed = JSON.parse(content);
- return _moveLegacyAffiliationFormatIntoArray(parsed);
- } else {
- console.error('Distill only supports JSON frontmatter tags anymore; no more YAML.');
- }
- } else {
- console.error('You added a frontmatter tag but did not provide a script tag with front matter data in it. Please take a look at our templates.');
- }
- return {};
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function ExtractFrontmatter(dom, data) {
- const frontMatterTag = dom.querySelector('d-front-matter');
- if (!frontMatterTag) {
- console.warn('No front matter tag found!');
- return;
- }
- const extractedData = parseFrontmatter(frontMatterTag);
- mergeFromYMLFrontmatter(data, extractedData);
- }
-
- function commonjsRequire () {
- throw new Error('Dynamic requires are not currently supported by rollup-plugin-commonjs');
- }
-
- function unwrapExports (x) {
- return x && x.__esModule && Object.prototype.hasOwnProperty.call(x, 'default') ? x['default'] : x;
- }
-
- function createCommonjsModule(fn, module) {
- return module = { exports: {} }, fn(module, module.exports), module.exports;
- }
-
- var bibtexParse = createCommonjsModule(function (module, exports) {
- /* start bibtexParse 0.0.22 */
-
- //Original work by Henrik Muehe (c) 2010
- //
- //CommonJS port by Mikola Lysenko 2013
- //
- //Port to Browser lib by ORCID / RCPETERS
- //
- //Issues:
- //no comment handling within strings
- //no string concatenation
- //no variable values yet
- //Grammar implemented here:
- //bibtex -> (string | preamble | comment | entry)*;
- //string -> '@STRING' '{' key_equals_value '}';
- //preamble -> '@PREAMBLE' '{' value '}';
- //comment -> '@COMMENT' '{' value '}';
- //entry -> '@' key '{' key ',' key_value_list '}';
- //key_value_list -> key_equals_value (',' key_equals_value)*;
- //key_equals_value -> key '=' value;
- //value -> value_quotes | value_braces | key;
- //value_quotes -> '"' .*? '"'; // not quite
- //value_braces -> '{' .*? '"'; // not quite
- (function(exports) {
-
- function BibtexParser() {
-
- this.months = ["jan", "feb", "mar", "apr", "may", "jun", "jul", "aug", "sep", "oct", "nov", "dec"];
- this.notKey = [',','{','}',' ','='];
- this.pos = 0;
- this.input = "";
- this.entries = new Array();
-
- this.currentEntry = "";
-
- this.setInput = function(t) {
- this.input = t;
- };
-
- this.getEntries = function() {
- return this.entries;
- };
-
- this.isWhitespace = function(s) {
- return (s == ' ' || s == '\r' || s == '\t' || s == '\n');
- };
-
- this.match = function(s, canCommentOut) {
- if (canCommentOut == undefined || canCommentOut == null)
- canCommentOut = true;
- this.skipWhitespace(canCommentOut);
- if (this.input.substring(this.pos, this.pos + s.length) == s) {
- this.pos += s.length;
- } else {
- throw "Token mismatch, expected " + s + ", found "
- + this.input.substring(this.pos);
- } this.skipWhitespace(canCommentOut);
- };
-
- this.tryMatch = function(s, canCommentOut) {
- if (canCommentOut == undefined || canCommentOut == null)
- canCommentOut = true;
- this.skipWhitespace(canCommentOut);
- if (this.input.substring(this.pos, this.pos + s.length) == s) {
- return true;
- } else {
- return false;
- } };
-
- /* when search for a match all text can be ignored, not just white space */
- this.matchAt = function() {
- while (this.input.length > this.pos && this.input[this.pos] != '@') {
- this.pos++;
- }
- if (this.input[this.pos] == '@') {
- return true;
- } return false;
- };
-
- this.skipWhitespace = function(canCommentOut) {
- while (this.isWhitespace(this.input[this.pos])) {
- this.pos++;
- } if (this.input[this.pos] == "%" && canCommentOut == true) {
- while (this.input[this.pos] != "\n") {
- this.pos++;
- } this.skipWhitespace(canCommentOut);
- } };
-
- this.value_braces = function() {
- var bracecount = 0;
- this.match("{", false);
- var start = this.pos;
- var escaped = false;
- while (true) {
- if (!escaped) {
- if (this.input[this.pos] == '}') {
- if (bracecount > 0) {
- bracecount--;
- } else {
- var end = this.pos;
- this.match("}", false);
- return this.input.substring(start, end);
- } } else if (this.input[this.pos] == '{') {
- bracecount++;
- } else if (this.pos >= this.input.length - 1) {
- throw "Unterminated value";
- } } if (this.input[this.pos] == '\\' && escaped == false)
- escaped = true;
- else
- escaped = false;
- this.pos++;
- } };
-
- this.value_comment = function() {
- var str = '';
- var brcktCnt = 0;
- while (!(this.tryMatch("}", false) && brcktCnt == 0)) {
- str = str + this.input[this.pos];
- if (this.input[this.pos] == '{')
- brcktCnt++;
- if (this.input[this.pos] == '}')
- brcktCnt--;
- if (this.pos >= this.input.length - 1) {
- throw "Unterminated value:" + this.input.substring(start);
- } this.pos++;
- } return str;
- };
-
- this.value_quotes = function() {
- this.match('"', false);
- var start = this.pos;
- var escaped = false;
- while (true) {
- if (!escaped) {
- if (this.input[this.pos] == '"') {
- var end = this.pos;
- this.match('"', false);
- return this.input.substring(start, end);
- } else if (this.pos >= this.input.length - 1) {
- throw "Unterminated value:" + this.input.substring(start);
- } }
- if (this.input[this.pos] == '\\' && escaped == false)
- escaped = true;
- else
- escaped = false;
- this.pos++;
- } };
-
- this.single_value = function() {
- var start = this.pos;
- if (this.tryMatch("{")) {
- return this.value_braces();
- } else if (this.tryMatch('"')) {
- return this.value_quotes();
- } else {
- var k = this.key();
- if (k.match("^[0-9]+$"))
- return k;
- else if (this.months.indexOf(k.toLowerCase()) >= 0)
- return k.toLowerCase();
- else
- throw "Value expected:" + this.input.substring(start) + ' for key: ' + k;
-
- } };
-
- this.value = function() {
- var values = [];
- values.push(this.single_value());
- while (this.tryMatch("#")) {
- this.match("#");
- values.push(this.single_value());
- } return values.join("");
- };
-
- this.key = function() {
- var start = this.pos;
- while (true) {
- if (this.pos >= this.input.length) {
- throw "Runaway key";
- } // а-яА-Я is Cyrillic
- //console.log(this.input[this.pos]);
- if (this.notKey.indexOf(this.input[this.pos]) >= 0) {
- return this.input.substring(start, this.pos);
- } else {
- this.pos++;
-
- } } };
-
- this.key_equals_value = function() {
- var key = this.key();
- if (this.tryMatch("=")) {
- this.match("=");
- var val = this.value();
- return [ key, val ];
- } else {
- throw "... = value expected, equals sign missing:"
- + this.input.substring(this.pos);
- } };
-
- this.key_value_list = function() {
- var kv = this.key_equals_value();
- this.currentEntry['entryTags'] = {};
- this.currentEntry['entryTags'][kv[0]] = kv[1];
- while (this.tryMatch(",")) {
- this.match(",");
- // fixes problems with commas at the end of a list
- if (this.tryMatch("}")) {
- break;
- }
- kv = this.key_equals_value();
- this.currentEntry['entryTags'][kv[0]] = kv[1];
- } };
-
- this.entry_body = function(d) {
- this.currentEntry = {};
- this.currentEntry['citationKey'] = this.key();
- this.currentEntry['entryType'] = d.substring(1);
- this.match(",");
- this.key_value_list();
- this.entries.push(this.currentEntry);
- };
-
- this.directive = function() {
- this.match("@");
- return "@" + this.key();
- };
-
- this.preamble = function() {
- this.currentEntry = {};
- this.currentEntry['entryType'] = 'PREAMBLE';
- this.currentEntry['entry'] = this.value_comment();
- this.entries.push(this.currentEntry);
- };
-
- this.comment = function() {
- this.currentEntry = {};
- this.currentEntry['entryType'] = 'COMMENT';
- this.currentEntry['entry'] = this.value_comment();
- this.entries.push(this.currentEntry);
- };
-
- this.entry = function(d) {
- this.entry_body(d);
- };
-
- this.bibtex = function() {
- while (this.matchAt()) {
- var d = this.directive();
- this.match("{");
- if (d == "@STRING") {
- this.string();
- } else if (d == "@PREAMBLE") {
- this.preamble();
- } else if (d == "@COMMENT") {
- this.comment();
- } else {
- this.entry(d);
- }
- this.match("}");
- } };
- }
- exports.toJSON = function(bibtex) {
- var b = new BibtexParser();
- b.setInput(bibtex);
- b.bibtex();
- return b.entries;
- };
-
- /* added during hackathon don't hate on me */
- exports.toBibtex = function(json) {
- var out = '';
- for ( var i in json) {
- out += "@" + json[i].entryType;
- out += '{';
- if (json[i].citationKey)
- out += json[i].citationKey + ', ';
- if (json[i].entry)
- out += json[i].entry ;
- if (json[i].entryTags) {
- var tags = '';
- for (var jdx in json[i].entryTags) {
- if (tags.length != 0)
- tags += ', ';
- tags += jdx + '= {' + json[i].entryTags[jdx] + '}';
- }
- out += tags;
- }
- out += '}\n\n';
- }
- return out;
-
- };
-
- })( exports);
-
- /* end bibtexParse */
- });
-
- // Copyright 2018 The Distill Template Authors
-
- function normalizeTag(string) {
- return string
- .replace(/[\t\n ]+/g, ' ')
- .replace(/{\\["^`.'acu~Hvs]( )?([a-zA-Z])}/g, (full, x, char) => char)
- .replace(/{\\([a-zA-Z])}/g, (full, char) => char);
- }
-
- function parseBibtex(bibtex) {
- const bibliography = new Map();
- const parsedEntries = bibtexParse.toJSON(bibtex);
- for (const entry of parsedEntries) {
- // normalize tags; note entryTags is an object, not Map
- for (const [key, value] of Object.entries(entry.entryTags)) {
- entry.entryTags[key.toLowerCase()] = normalizeTag(value);
- }
- entry.entryTags.type = entry.entryType;
- // add to bibliography
- bibliography.set(entry.citationKey, entry.entryTags);
- }
- return bibliography;
- }
-
- function serializeFrontmatterToBibtex(frontMatter) {
- return `@article{${frontMatter.slug},
- author = {${frontMatter.bibtexAuthors}},
- title = {${frontMatter.title}},
- journal = {${frontMatter.journal.title}},
- year = {${frontMatter.publishedYear}},
- note = {${frontMatter.url}},
- doi = {${frontMatter.doi}}
-}`;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function parseBibliography(element) {
- const scriptTag = element.firstElementChild;
- if (scriptTag && scriptTag.tagName === 'SCRIPT') {
- if (scriptTag.type == 'text/bibtex') {
- const bibtex = element.firstElementChild.textContent;
- return parseBibtex(bibtex);
- } else if (scriptTag.type == 'text/json') {
- return new Map(JSON.parse(scriptTag.textContent));
- } else {
- console.warn('Unsupported bibliography script tag type: ' + scriptTag.type);
- }
- } else {
- console.warn('Bibliography did not have any script tag.');
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function ExtractBibliography(dom, data) {
- const bibliographyTag = dom.querySelector('d-bibliography');
- if (!bibliographyTag) {
- console.warn('No bibliography tag found!');
- return;
- }
-
- const src = bibliographyTag.getAttribute('src');
- if (src) {
- const path = data.inputDirectory + '/' + src;
- const text = fs.readFileSync(path, 'utf-8');
- const bibliography = parseBibtex(text);
- const scriptTag = dom.createElement('script');
- scriptTag.type = 'text/json';
- scriptTag.textContent = JSON.stringify([...bibliography]);
- bibliographyTag.appendChild(scriptTag);
- bibliographyTag.removeAttribute('src');
- }
-
- data.bibliography = parseBibliography(bibliographyTag);
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function collect_citations(dom = document) {
- const citations = new Set();
- const citeTags = dom.querySelectorAll("d-cite");
- for (const tag of citeTags) {
- const keyString = tag.getAttribute("key") || tag.getAttribute("bibtex-key");
- const keys = keyString.split(",").map(k => k.trim());
- for (const key of keys) {
- citations.add(key);
- }
- }
- return [...citations];
- }
-
- function author_string(ent, template, sep, finalSep) {
- if (ent.author == null) {
- return "";
- }
- var names = ent.author.split(" and ");
- let name_strings = names.map(name => {
- name = name.trim();
- if (name.indexOf(",") != -1) {
- var last = name.split(",")[0].trim();
- var firsts = name.split(",")[1];
- } else if (name.indexOf(" ") != -1) {
- var last = name
- .split(" ")
- .slice(-1)[0]
- .trim();
- var firsts = name
- .split(" ")
- .slice(0, -1)
- .join(" ");
- } else {
- var last = name.trim();
- }
- var initials = "";
- if (firsts != undefined) {
- initials = firsts
- .trim()
- .split(" ")
- .map(s => s.trim()[0]);
- initials = initials.join(".") + ".";
- }
- return template
- .replace("${F}", firsts)
- .replace("${L}", last)
- .replace("${I}", initials)
- .trim(); // in case one of first or last was empty
- });
- if (names.length > 1) {
- var str = name_strings.slice(0, names.length - 1).join(sep);
- str += (finalSep || sep) + name_strings[names.length - 1];
- return str;
- } else {
- return name_strings[0];
- }
- }
-
- function venue_string(ent) {
- var cite = ent.journal || ent.booktitle || "";
- if ("volume" in ent) {
- var issue = ent.issue || ent.number;
- issue = issue != undefined ? "(" + issue + ")" : "";
- cite += ", Vol " + ent.volume + issue;
- }
- if ("pages" in ent) {
- cite += ", pp. " + ent.pages;
- }
- if (cite != "") cite += ". ";
- if ("publisher" in ent) {
- cite += ent.publisher;
- if (cite[cite.length - 1] != ".") cite += ".";
- }
- return cite;
- }
-
- function link_string(ent) {
- if ("url" in ent) {
- var url = ent.url;
- var arxiv_match = /arxiv\.org\/abs\/([0-9\.]*)/.exec(url);
- if (arxiv_match != null) {
- url = `http://arxiv.org/pdf/${arxiv_match[1]}.pdf`;
- }
-
- if (url.slice(-4) == ".pdf") {
- var label = "PDF";
- } else if (url.slice(-5) == ".html") {
- var label = "HTML";
- }
- return ` [${label || "link"}] `;
- } /* else if ("doi" in ent){
- return ` [DOI] `;
- }*/ else {
- return "";
- }
- }
- function doi_string(ent, new_line) {
- if ("doi" in ent) {
- return `${new_line ? "DOI: ${ent.doi} `;
- } else {
- return "";
- }
- }
-
- function title_string(ent) {
- return '' + ent.title + " ";
- }
-
- function bibliography_cite(ent, fancy) {
- if (ent) {
- var cite = title_string(ent);
- cite += link_string(ent) + "" + ent.title + " . ";
- cite += venue_string(ent);
- cite += doi_string(ent);
- cite += link_string(ent);
- return cite*/
- } else {
- return "?";
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function ExtractCitations(dom, data) {
- const citations = new Set(data.citations);
- const newCitations = collect_citations(dom);
- for (const citation of newCitations) {
- citations.add(citation);
- }
- data.citations = Array.from(citations);
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function HTML(dom) {
-
- const head = dom.querySelector('head');
-
- // set language to 'en'
- if (!dom.querySelector('html').getAttribute('lang')) {
- dom.querySelector('html').setAttribute('lang', 'en');
- }
-
- // set charset to 'utf-8'
- if (!dom.querySelector('meta[charset]')) {
- const meta = dom.createElement('meta');
- meta.setAttribute('charset', 'utf-8');
- head.appendChild(meta);
- }
-
- // set viewport
- if (!dom.querySelector('meta[name=viewport]')) {
- const meta = dom.createElement('meta');
- meta.setAttribute('name', 'viewport');
- meta.setAttribute('content', 'width=device-width, initial-scale=1');
- head.appendChild(meta);
- }
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- // import style from '../styles/d-byline.css';
-
- function bylineTemplate(frontMatter) {
- return `
-
-
-
Authors
-
Affiliations
- ${frontMatter.authors.map(author => `
-
- ${author.personalURL ? `
- ${author.name} ` : `
- ${author.name} `}
-
-
- ${author.affiliations.map(affiliation =>
- affiliation.url ? `${affiliation.name} ` : `${affiliation.name} `
- ).join(', ')}
-
- `).join('')}
-
-
-
Published
- ${frontMatter.publishedDate ? `
-
${frontMatter.publishedMonth} ${frontMatter.publishedDay}, ${frontMatter.publishedYear}
` : `
-
Not published yet.
`}
-
-
= 0; --i) {
- tok = expansion[i];
- if (tok.text === "#") {
- if (i === 0) {
- throw new _ParseError2.default("Incomplete placeholder at end of macro body", tok);
- }
- tok = expansion[--i]; // next token on stack
- if (tok.text === "#") {
- // ## → #
- expansion.splice(i + 1, 1); // drop first #
- } else if (/^[1-9]$/.test(tok.text)) {
- // expansion.splice(i, 2, arg[0], arg[1], …)
- // to replace placeholder with the indicated argument.
- // TODO: use spread once we move to ES2015
- expansion.splice.apply(expansion, [i, 2].concat(args[tok.text - 1]));
- } else {
- throw new _ParseError2.default("Not a valid argument number", tok);
- }
- }
- }
- }
- this.stack = this.stack.concat(expansion);
- }
- }
- }, {
- key: "get",
- value: function get(ignoreSpace) {
- this.discardedWhiteSpace = [];
- var token = this.nextToken();
- if (ignoreSpace) {
- while (token.text === " ") {
- this.discardedWhiteSpace.push(token);
- token = this.nextToken();
- }
- }
- return token;
- }
-
- /**
- * Undo the effect of the preceding call to the get method.
- * A call to this method MUST be immediately preceded and immediately followed
- * by a call to get. Only used during mode switching, i.e. after one token
- * was got in the old mode but should get got again in a new mode
- * with possibly different whitespace handling.
- */
-
- }, {
- key: "unget",
- value: function unget(token) {
- this.stack.push(token);
- while (this.discardedWhiteSpace.length !== 0) {
- this.stack.push(this.discardedWhiteSpace.pop());
- }
- }
- }]);
- return MacroExpander;
- }();
-
- module.exports = MacroExpander;
-
- },{"./Lexer":26,"./ParseError":29,"./macros":44,"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5,"object-assign":25}],28:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _createClass2 = require("babel-runtime/helpers/createClass");
-
- var _createClass3 = _interopRequireDefault(_createClass2);
-
- var _fontMetrics2 = require("./fontMetrics");
-
- var _fontMetrics3 = _interopRequireDefault(_fontMetrics2);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- var BASESIZE = 6; /**
- * This file contains information about the options that the Parser carries
- * around with it while parsing. Data is held in an `Options` object, and when
- * recursing, a new `Options` object can be created with the `.with*` and
- * `.reset` functions.
- */
-
- var sizeStyleMap = [
- // Each element contains [textsize, scriptsize, scriptscriptsize].
- // The size mappings are taken from TeX with \normalsize=10pt.
- [1, 1, 1], // size1: [5, 5, 5] \tiny
- [2, 1, 1], // size2: [6, 5, 5]
- [3, 1, 1], // size3: [7, 5, 5] \scriptsize
- [4, 2, 1], // size4: [8, 6, 5] \footnotesize
- [5, 2, 1], // size5: [9, 6, 5] \small
- [6, 3, 1], // size6: [10, 7, 5] \normalsize
- [7, 4, 2], // size7: [12, 8, 6] \large
- [8, 6, 3], // size8: [14.4, 10, 7] \Large
- [9, 7, 6], // size9: [17.28, 12, 10] \LARGE
- [10, 8, 7], // size10: [20.74, 14.4, 12] \huge
- [11, 10, 9]];
-
- var sizeMultipliers = [
- // fontMetrics.js:getFontMetrics also uses size indexes, so if
- // you change size indexes, change that function.
- 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.2, 1.44, 1.728, 2.074, 2.488];
-
- var sizeAtStyle = function sizeAtStyle(size, style) {
- return style.size < 2 ? size : sizeStyleMap[size - 1][style.size - 1];
- };
-
- /**
- * This is the main options class. It contains the current style, size, color,
- * and font.
- *
- * Options objects should not be modified. To create a new Options with
- * different properties, call a `.having*` method.
- */
-
- var Options = function () {
- function Options(data) {
- (0, _classCallCheck3.default)(this, Options);
-
- this.style = data.style;
- this.color = data.color;
- this.size = data.size || BASESIZE;
- this.textSize = data.textSize || this.size;
- this.phantom = data.phantom;
- this.font = data.font;
- this.sizeMultiplier = sizeMultipliers[this.size - 1];
- this._fontMetrics = null;
- }
-
- /**
- * Returns a new options object with the same properties as "this". Properties
- * from "extension" will be copied to the new options object.
- */
-
-
- (0, _createClass3.default)(Options, [{
- key: "extend",
- value: function extend(extension) {
- var data = {
- style: this.style,
- size: this.size,
- textSize: this.textSize,
- color: this.color,
- phantom: this.phantom,
- font: this.font
- };
-
- for (var key in extension) {
- if (extension.hasOwnProperty(key)) {
- data[key] = extension[key];
- }
- }
-
- return new Options(data);
- }
-
- /**
- * Return an options object with the given style. If `this.style === style`,
- * returns `this`.
- */
-
- }, {
- key: "havingStyle",
- value: function havingStyle(style) {
- if (this.style === style) {
- return this;
- } else {
- return this.extend({
- style: style,
- size: sizeAtStyle(this.textSize, style)
- });
- }
- }
-
- /**
- * Return an options object with a cramped version of the current style. If
- * the current style is cramped, returns `this`.
- */
-
- }, {
- key: "havingCrampedStyle",
- value: function havingCrampedStyle() {
- return this.havingStyle(this.style.cramp());
- }
-
- /**
- * Return an options object with the given size and in at least `\textstyle`.
- * Returns `this` if appropriate.
- */
-
- }, {
- key: "havingSize",
- value: function havingSize(size) {
- if (this.size === size && this.textSize === size) {
- return this;
- } else {
- return this.extend({
- style: this.style.text(),
- size: size,
- textSize: size
- });
- }
- }
-
- /**
- * Like `this.havingSize(BASESIZE).havingStyle(style)`. If `style` is omitted,
- * changes to at least `\textstyle`.
- */
-
- }, {
- key: "havingBaseStyle",
- value: function havingBaseStyle(style) {
- style = style || this.style.text();
- var wantSize = sizeAtStyle(BASESIZE, style);
- if (this.size === wantSize && this.textSize === BASESIZE && this.style === style) {
- return this;
- } else {
- return this.extend({
- style: style,
- size: wantSize,
- baseSize: BASESIZE
- });
- }
- }
-
- /**
- * Create a new options object with the given color.
- */
-
- }, {
- key: "withColor",
- value: function withColor(color) {
- return this.extend({
- color: color
- });
- }
-
- /**
- * Create a new options object with "phantom" set to true.
- */
-
- }, {
- key: "withPhantom",
- value: function withPhantom() {
- return this.extend({
- phantom: true
- });
- }
-
- /**
- * Create a new options objects with the give font.
- */
-
- }, {
- key: "withFont",
- value: function withFont(font) {
- return this.extend({
- font: font || this.font
- });
- }
-
- /**
- * Return the CSS sizing classes required to switch from enclosing options
- * `oldOptions` to `this`. Returns an array of classes.
- */
-
- }, {
- key: "sizingClasses",
- value: function sizingClasses(oldOptions) {
- if (oldOptions.size !== this.size) {
- return ["sizing", "reset-size" + oldOptions.size, "size" + this.size];
- } else {
- return [];
- }
- }
-
- /**
- * Return the CSS sizing classes required to switch to the base size. Like
- * `this.havingSize(BASESIZE).sizingClasses(this)`.
- */
-
- }, {
- key: "baseSizingClasses",
- value: function baseSizingClasses() {
- if (this.size !== BASESIZE) {
- return ["sizing", "reset-size" + this.size, "size" + BASESIZE];
- } else {
- return [];
- }
- }
-
- /**
- * Return the font metrics for this size.
- */
-
- }, {
- key: "fontMetrics",
- value: function fontMetrics() {
- if (!this._fontMetrics) {
- this._fontMetrics = _fontMetrics3.default.getFontMetrics(this.size);
- }
- return this._fontMetrics;
- }
-
- /**
- * A map of color names to CSS colors.
- * TODO(emily): Remove this when we have real macros
- */
-
- }, {
- key: "getColor",
-
-
- /**
- * Gets the CSS color of the current options object, accounting for the
- * `colorMap`.
- */
- value: function getColor() {
- if (this.phantom) {
- return "transparent";
- } else {
- return Options.colorMap[this.color] || this.color;
- }
- }
- }]);
- return Options;
- }();
-
- /**
- * The base size index.
- */
-
-
- Options.colorMap = {
- "katex-blue": "#6495ed",
- "katex-orange": "#ffa500",
- "katex-pink": "#ff00af",
- "katex-red": "#df0030",
- "katex-green": "#28ae7b",
- "katex-gray": "gray",
- "katex-purple": "#9d38bd",
- "katex-blueA": "#ccfaff",
- "katex-blueB": "#80f6ff",
- "katex-blueC": "#63d9ea",
- "katex-blueD": "#11accd",
- "katex-blueE": "#0c7f99",
- "katex-tealA": "#94fff5",
- "katex-tealB": "#26edd5",
- "katex-tealC": "#01d1c1",
- "katex-tealD": "#01a995",
- "katex-tealE": "#208170",
- "katex-greenA": "#b6ffb0",
- "katex-greenB": "#8af281",
- "katex-greenC": "#74cf70",
- "katex-greenD": "#1fab54",
- "katex-greenE": "#0d923f",
- "katex-goldA": "#ffd0a9",
- "katex-goldB": "#ffbb71",
- "katex-goldC": "#ff9c39",
- "katex-goldD": "#e07d10",
- "katex-goldE": "#a75a05",
- "katex-redA": "#fca9a9",
- "katex-redB": "#ff8482",
- "katex-redC": "#f9685d",
- "katex-redD": "#e84d39",
- "katex-redE": "#bc2612",
- "katex-maroonA": "#ffbde0",
- "katex-maroonB": "#ff92c6",
- "katex-maroonC": "#ed5fa6",
- "katex-maroonD": "#ca337c",
- "katex-maroonE": "#9e034e",
- "katex-purpleA": "#ddd7ff",
- "katex-purpleB": "#c6b9fc",
- "katex-purpleC": "#aa87ff",
- "katex-purpleD": "#7854ab",
- "katex-purpleE": "#543b78",
- "katex-mintA": "#f5f9e8",
- "katex-mintB": "#edf2df",
- "katex-mintC": "#e0e5cc",
- "katex-grayA": "#f6f7f7",
- "katex-grayB": "#f0f1f2",
- "katex-grayC": "#e3e5e6",
- "katex-grayD": "#d6d8da",
- "katex-grayE": "#babec2",
- "katex-grayF": "#888d93",
- "katex-grayG": "#626569",
- "katex-grayH": "#3b3e40",
- "katex-grayI": "#21242c",
- "katex-kaBlue": "#314453",
- "katex-kaGreen": "#71B307"
- };
- Options.BASESIZE = BASESIZE;
-
- module.exports = Options;
-
- },{"./fontMetrics":41,"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5}],29:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * This is the ParseError class, which is the main error thrown by KaTeX
- * functions when something has gone wrong. This is used to distinguish internal
- * errors from errors in the expression that the user provided.
- *
- * If possible, a caller should provide a Token or ParseNode with information
- * about where in the source string the problem occurred.
- *
- * @param {string} message The error message
- * @param {(Token|ParseNode)=} token An object providing position information
- */
- var ParseError = function ParseError(message, token) {
- (0, _classCallCheck3.default)(this, ParseError);
-
- var error = "KaTeX parse error: " + message;
- var start = void 0;
- var end = void 0;
-
- if (token && token.lexer && token.start <= token.end) {
- // If we have the input and a position, make the error a bit fancier
-
- // Get the input
- var input = token.lexer.input;
-
- // Prepend some information
- start = token.start;
- end = token.end;
- if (start === input.length) {
- error += " at end of input: ";
- } else {
- error += " at position " + (start + 1) + ": ";
- }
-
- // Underline token in question using combining underscores
- var underlined = input.slice(start, end).replace(/[^]/g, "$&\u0332");
-
- // Extract some context from the input and add it to the error
- var left = void 0;
- if (start > 15) {
- left = "…" + input.slice(start - 15, start);
- } else {
- left = input.slice(0, start);
- }
- var right = void 0;
- if (end + 15 < input.length) {
- right = input.slice(end, end + 15) + "…";
- } else {
- right = input.slice(end);
- }
- error += left + underlined + right;
- }
-
- // Some hackery to make ParseError a prototype of Error
- // See http://stackoverflow.com/a/8460753
- var self = new Error(error);
- self.name = "ParseError";
- self.__proto__ = ParseError.prototype;
-
- self.position = start;
- return self;
- };
-
- // More hackery
-
-
- ParseError.prototype.__proto__ = Error.prototype;
-
- module.exports = ParseError;
-
- },{"babel-runtime/helpers/classCallCheck":4}],30:[function(require,module,exports){
-
- Object.defineProperty(exports, "__esModule", {
- value: true
- });
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * The resulting parse tree nodes of the parse tree.
- *
- * It is possible to provide position information, so that a ParseNode can
- * fulfil a role similar to a Token in error reporting.
- * For details on the corresponding properties see Token constructor.
- * Providing such information can lead to better error reporting.
- *
- * @param {string} type type of node, like e.g. "ordgroup"
- * @param {?object} value type-specific representation of the node
- * @param {string} mode parse mode in action for this node,
- * "math" or "text"
- * @param {Token=} firstToken first token of the input for this node,
- * will omit position information if unset
- * @param {Token=} lastToken last token of the input for this node,
- * will default to firstToken if unset
- */
- var ParseNode = function ParseNode(type, value, mode, firstToken, lastToken) {
- (0, _classCallCheck3.default)(this, ParseNode);
-
- this.type = type;
- this.value = value;
- this.mode = mode;
- if (firstToken && (!lastToken || lastToken.lexer === firstToken.lexer)) {
- this.lexer = firstToken.lexer;
- this.start = firstToken.start;
- this.end = (lastToken || firstToken).end;
- }
- };
-
- exports.default = ParseNode;
-
- },{"babel-runtime/helpers/classCallCheck":4}],31:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _createClass2 = require("babel-runtime/helpers/createClass");
-
- var _createClass3 = _interopRequireDefault(_createClass2);
-
- var _functions = require("./functions");
-
- var _functions2 = _interopRequireDefault(_functions);
-
- var _environments = require("./environments");
-
- var _environments2 = _interopRequireDefault(_environments);
-
- var _MacroExpander = require("./MacroExpander");
-
- var _MacroExpander2 = _interopRequireDefault(_MacroExpander);
-
- var _symbols = require("./symbols");
-
- var _symbols2 = _interopRequireDefault(_symbols);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- var _units = require("./units");
-
- var _units2 = _interopRequireDefault(_units);
-
- var _unicodeRegexes = require("./unicodeRegexes");
-
- var _ParseNode = require("./ParseNode");
-
- var _ParseNode2 = _interopRequireDefault(_ParseNode);
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * This file contains the parser used to parse out a TeX expression from the
- * input. Since TeX isn't context-free, standard parsers don't work particularly
- * well.
- *
- * The strategy of this parser is as such:
- *
- * The main functions (the `.parse...` ones) take a position in the current
- * parse string to parse tokens from. The lexer (found in Lexer.js, stored at
- * this.lexer) also supports pulling out tokens at arbitrary places. When
- * individual tokens are needed at a position, the lexer is called to pull out a
- * token, which is then used.
- *
- * The parser has a property called "mode" indicating the mode that
- * the parser is currently in. Currently it has to be one of "math" or
- * "text", which denotes whether the current environment is a math-y
- * one or a text-y one (e.g. inside \text). Currently, this serves to
- * limit the functions which can be used in text mode.
- *
- * The main functions then return an object which contains the useful data that
- * was parsed at its given point, and a new position at the end of the parsed
- * data. The main functions can call each other and continue the parsing by
- * using the returned position as a new starting point.
- *
- * There are also extra `.handle...` functions, which pull out some reused
- * functionality into self-contained functions.
- *
- * The earlier functions return ParseNodes.
- * The later functions (which are called deeper in the parse) sometimes return
- * ParseFuncOrArgument, which contain a ParseNode as well as some data about
- * whether the parsed object is a function which is missing some arguments, or a
- * standalone object which can be used as an argument to another function.
- */
-
- /**
- * An initial function (without its arguments), or an argument to a function.
- * The `result` argument should be a ParseNode.
- */
- function ParseFuncOrArgument(result, isFunction, token) {
- this.result = result;
- // Is this a function (i.e. is it something defined in functions.js)?
- this.isFunction = isFunction;
- this.token = token;
- } /* eslint no-constant-condition:0 */
-
- var Parser = function () {
- function Parser(input, settings) {
- (0, _classCallCheck3.default)(this, Parser);
-
- // Create a new macro expander (gullet) and (indirectly via that) also a
- // new lexer (mouth) for this parser (stomach, in the language of TeX)
- this.gullet = new _MacroExpander2.default(input, settings.macros);
- // Use old \color behavior (same as LaTeX's \textcolor) if requested.
- // We do this after the macros object has been copied by MacroExpander.
- if (settings.colorIsTextColor) {
- this.gullet.macros["\\color"] = "\\textcolor";
- }
- // Store the settings for use in parsing
- this.settings = settings;
- // Count leftright depth (for \middle errors)
- this.leftrightDepth = 0;
- }
-
- /**
- * Checks a result to make sure it has the right type, and throws an
- * appropriate error otherwise.
- *
- * @param {boolean=} consume whether to consume the expected token,
- * defaults to true
- */
-
-
- (0, _createClass3.default)(Parser, [{
- key: "expect",
- value: function expect(text, consume) {
- if (this.nextToken.text !== text) {
- throw new _ParseError2.default("Expected '" + text + "', got '" + this.nextToken.text + "'", this.nextToken);
- }
- if (consume !== false) {
- this.consume();
- }
- }
-
- /**
- * Considers the current look ahead token as consumed,
- * and fetches the one after that as the new look ahead.
- */
-
- }, {
- key: "consume",
- value: function consume() {
- this.nextToken = this.gullet.get(this.mode === "math");
- }
- }, {
- key: "switchMode",
- value: function switchMode(newMode) {
- this.gullet.unget(this.nextToken);
- this.mode = newMode;
- this.consume();
- }
-
- /**
- * Main parsing function, which parses an entire input.
- *
- * @return {?Array.}
- */
-
- }, {
- key: "parse",
- value: function parse() {
- // Try to parse the input
- this.mode = "math";
- this.consume();
- var parse = this.parseInput();
- return parse;
- }
-
- /**
- * Parses an entire input tree.
- */
-
- }, {
- key: "parseInput",
- value: function parseInput() {
- // Parse an expression
- var expression = this.parseExpression(false);
- // If we succeeded, make sure there's an EOF at the end
- this.expect("EOF", false);
- return expression;
- }
- }, {
- key: "parseExpression",
-
-
- /**
- * Parses an "expression", which is a list of atoms.
- *
- * @param {boolean} breakOnInfix Should the parsing stop when we hit infix
- * nodes? This happens when functions have higher precendence
- * than infix nodes in implicit parses.
- *
- * @param {?string} breakOnTokenText The text of the token that the expression
- * should end with, or `null` if something else should end the
- * expression.
- *
- * @return {ParseNode}
- */
- value: function parseExpression(breakOnInfix, breakOnTokenText) {
- var body = [];
- // Keep adding atoms to the body until we can't parse any more atoms (either
- // we reached the end, a }, or a \right)
- while (true) {
- var lex = this.nextToken;
- if (Parser.endOfExpression.indexOf(lex.text) !== -1) {
- break;
- }
- if (breakOnTokenText && lex.text === breakOnTokenText) {
- break;
- }
- if (breakOnInfix && _functions2.default[lex.text] && _functions2.default[lex.text].infix) {
- break;
- }
- var atom = this.parseAtom();
- if (!atom) {
- if (!this.settings.throwOnError && lex.text[0] === "\\") {
- var errorNode = this.handleUnsupportedCmd();
- body.push(errorNode);
- continue;
- }
-
- break;
- }
- body.push(atom);
- }
- return this.handleInfixNodes(body);
- }
-
- /**
- * Rewrites infix operators such as \over with corresponding commands such
- * as \frac.
- *
- * There can only be one infix operator per group. If there's more than one
- * then the expression is ambiguous. This can be resolved by adding {}.
- *
- * @returns {Array}
- */
-
- }, {
- key: "handleInfixNodes",
- value: function handleInfixNodes(body) {
- var overIndex = -1;
- var funcName = void 0;
-
- for (var i = 0; i < body.length; i++) {
- var node = body[i];
- if (node.type === "infix") {
- if (overIndex !== -1) {
- throw new _ParseError2.default("only one infix operator per group", node.value.token);
- }
- overIndex = i;
- funcName = node.value.replaceWith;
- }
- }
-
- if (overIndex !== -1) {
- var numerNode = void 0;
- var denomNode = void 0;
-
- var numerBody = body.slice(0, overIndex);
- var denomBody = body.slice(overIndex + 1);
-
- if (numerBody.length === 1 && numerBody[0].type === "ordgroup") {
- numerNode = numerBody[0];
- } else {
- numerNode = new _ParseNode2.default("ordgroup", numerBody, this.mode);
- }
-
- if (denomBody.length === 1 && denomBody[0].type === "ordgroup") {
- denomNode = denomBody[0];
- } else {
- denomNode = new _ParseNode2.default("ordgroup", denomBody, this.mode);
- }
-
- var value = this.callFunction(funcName, [numerNode, denomNode], null);
- return [new _ParseNode2.default(value.type, value, this.mode)];
- } else {
- return body;
- }
- }
-
- // The greediness of a superscript or subscript
-
- }, {
- key: "handleSupSubscript",
-
-
- /**
- * Handle a subscript or superscript with nice errors.
- */
- value: function handleSupSubscript(name) {
- var symbolToken = this.nextToken;
- var symbol = symbolToken.text;
- this.consume();
- var group = this.parseGroup();
-
- if (!group) {
- if (!this.settings.throwOnError && this.nextToken.text[0] === "\\") {
- return this.handleUnsupportedCmd();
- } else {
- throw new _ParseError2.default("Expected group after '" + symbol + "'", symbolToken);
- }
- } else if (group.isFunction) {
- // ^ and _ have a greediness, so handle interactions with functions'
- // greediness
- var funcGreediness = _functions2.default[group.result].greediness;
- if (funcGreediness > Parser.SUPSUB_GREEDINESS) {
- return this.parseFunction(group);
- } else {
- throw new _ParseError2.default("Got function '" + group.result + "' with no arguments " + "as " + name, symbolToken);
- }
- } else {
- return group.result;
- }
- }
-
- /**
- * Converts the textual input of an unsupported command into a text node
- * contained within a color node whose color is determined by errorColor
- */
-
- }, {
- key: "handleUnsupportedCmd",
- value: function handleUnsupportedCmd() {
- var text = this.nextToken.text;
- var textordArray = [];
-
- for (var i = 0; i < text.length; i++) {
- textordArray.push(new _ParseNode2.default("textord", text[i], "text"));
- }
-
- var textNode = new _ParseNode2.default("text", {
- body: textordArray,
- type: "text"
- }, this.mode);
-
- var colorNode = new _ParseNode2.default("color", {
- color: this.settings.errorColor,
- value: [textNode],
- type: "color"
- }, this.mode);
-
- this.consume();
- return colorNode;
- }
-
- /**
- * Parses a group with optional super/subscripts.
- *
- * @return {?ParseNode}
- */
-
- }, {
- key: "parseAtom",
- value: function parseAtom() {
- // The body of an atom is an implicit group, so that things like
- // \left(x\right)^2 work correctly.
- var base = this.parseImplicitGroup();
-
- // In text mode, we don't have superscripts or subscripts
- if (this.mode === "text") {
- return base;
- }
-
- // Note that base may be empty (i.e. null) at this point.
-
- var superscript = void 0;
- var subscript = void 0;
- while (true) {
- // Lex the first token
- var lex = this.nextToken;
-
- if (lex.text === "\\limits" || lex.text === "\\nolimits") {
- // We got a limit control
- if (!base || base.type !== "op") {
- throw new _ParseError2.default("Limit controls must follow a math operator", lex);
- } else {
- var limits = lex.text === "\\limits";
- base.value.limits = limits;
- base.value.alwaysHandleSupSub = true;
- }
- this.consume();
- } else if (lex.text === "^") {
- // We got a superscript start
- if (superscript) {
- throw new _ParseError2.default("Double superscript", lex);
- }
- superscript = this.handleSupSubscript("superscript");
- } else if (lex.text === "_") {
- // We got a subscript start
- if (subscript) {
- throw new _ParseError2.default("Double subscript", lex);
- }
- subscript = this.handleSupSubscript("subscript");
- } else if (lex.text === "'") {
- // We got a prime
- if (superscript) {
- throw new _ParseError2.default("Double superscript", lex);
- }
- var prime = new _ParseNode2.default("textord", "\\prime", this.mode);
-
- // Many primes can be grouped together, so we handle this here
- var primes = [prime];
- this.consume();
- // Keep lexing tokens until we get something that's not a prime
- while (this.nextToken.text === "'") {
- // For each one, add another prime to the list
- primes.push(prime);
- this.consume();
- }
- // If there's a superscript following the primes, combine that
- // superscript in with the primes.
- if (this.nextToken.text === "^") {
- primes.push(this.handleSupSubscript("superscript"));
- }
- // Put everything into an ordgroup as the superscript
- superscript = new _ParseNode2.default("ordgroup", primes, this.mode);
- } else {
- // If it wasn't ^, _, or ', stop parsing super/subscripts
- break;
- }
- }
-
- if (superscript || subscript) {
- // If we got either a superscript or subscript, create a supsub
- return new _ParseNode2.default("supsub", {
- base: base,
- sup: superscript,
- sub: subscript
- }, this.mode);
- } else {
- // Otherwise return the original body
- return base;
- }
- }
-
- // A list of the size-changing functions, for use in parseImplicitGroup
-
-
- // A list of the style-changing functions, for use in parseImplicitGroup
-
-
- // Old font functions
-
- }, {
- key: "parseImplicitGroup",
-
-
- /**
- * Parses an implicit group, which is a group that starts at the end of a
- * specified, and ends right before a higher explicit group ends, or at EOL. It
- * is used for functions that appear to affect the current style, like \Large or
- * \textrm, where instead of keeping a style we just pretend that there is an
- * implicit grouping after it until the end of the group. E.g.
- * small text {\Large large text} small text again
- * It is also used for \left and \right to get the correct grouping.
- *
- * @return {?ParseNode}
- */
- value: function parseImplicitGroup() {
- var start = this.parseSymbol();
-
- if (start == null) {
- // If we didn't get anything we handle, fall back to parseFunction
- return this.parseFunction();
- }
-
- var func = start.result;
-
- if (func === "\\left") {
- // If we see a left:
- // Parse the entire left function (including the delimiter)
- var left = this.parseFunction(start);
- // Parse out the implicit body
- ++this.leftrightDepth;
- var body = this.parseExpression(false);
- --this.leftrightDepth;
- // Check the next token
- this.expect("\\right", false);
- var right = this.parseFunction();
- return new _ParseNode2.default("leftright", {
- body: body,
- left: left.value.value,
- right: right.value.value
- }, this.mode);
- } else if (func === "\\begin") {
- // begin...end is similar to left...right
- var begin = this.parseFunction(start);
- var envName = begin.value.name;
- if (!_environments2.default.hasOwnProperty(envName)) {
- throw new _ParseError2.default("No such environment: " + envName, begin.value.nameGroup);
- }
- // Build the environment object. Arguments and other information will
- // be made available to the begin and end methods using properties.
- var env = _environments2.default[envName];
- var args = this.parseArguments("\\begin{" + envName + "}", env);
- var context = {
- mode: this.mode,
- envName: envName,
- parser: this,
- positions: args.pop()
- };
- var result = env.handler(context, args);
- this.expect("\\end", false);
- var endNameToken = this.nextToken;
- var end = this.parseFunction();
- if (end.value.name !== envName) {
- throw new _ParseError2.default("Mismatch: \\begin{" + envName + "} matched " + "by \\end{" + end.value.name + "}", endNameToken);
- }
- result.position = end.position;
- return result;
- } else if (_utils2.default.contains(Parser.sizeFuncs, func)) {
- // If we see a sizing function, parse out the implicit body
- this.consumeSpaces();
- var _body = this.parseExpression(false);
- return new _ParseNode2.default("sizing", {
- // Figure out what size to use based on the list of functions above
- size: _utils2.default.indexOf(Parser.sizeFuncs, func) + 1,
- value: _body
- }, this.mode);
- } else if (_utils2.default.contains(Parser.styleFuncs, func)) {
- // If we see a styling function, parse out the implicit body
- this.consumeSpaces();
- var _body2 = this.parseExpression(true);
- return new _ParseNode2.default("styling", {
- // Figure out what style to use by pulling out the style from
- // the function name
- style: func.slice(1, func.length - 5),
- value: _body2
- }, this.mode);
- } else if (func in Parser.oldFontFuncs) {
- var style = Parser.oldFontFuncs[func];
- // If we see an old font function, parse out the implicit body
- this.consumeSpaces();
- var _body3 = this.parseExpression(true);
- if (style.slice(0, 4) === 'text') {
- return new _ParseNode2.default("text", {
- style: style,
- body: new _ParseNode2.default("ordgroup", _body3, this.mode)
- }, this.mode);
- } else {
- return new _ParseNode2.default("font", {
- font: style,
- body: new _ParseNode2.default("ordgroup", _body3, this.mode)
- }, this.mode);
- }
- } else if (func === "\\color") {
- // If we see a styling function, parse out the implicit body
- var color = this.parseColorGroup(false);
- if (!color) {
- throw new _ParseError2.default("\\color not followed by color");
- }
- var _body4 = this.parseExpression(true);
- return new _ParseNode2.default("color", {
- type: "color",
- color: color.result.value,
- value: _body4
- }, this.mode);
- } else if (func === "$") {
- if (this.mode === "math") {
- throw new _ParseError2.default("$ within math mode");
- }
- this.consume();
- var outerMode = this.mode;
- this.switchMode("math");
- var _body5 = this.parseExpression(false, "$");
- this.expect("$", true);
- this.switchMode(outerMode);
- return new _ParseNode2.default("styling", {
- style: "text",
- value: _body5
- }, "math");
- } else {
- // Defer to parseFunction if it's not a function we handle
- return this.parseFunction(start);
- }
- }
-
- /**
- * Parses an entire function, including its base and all of its arguments.
- * The base might either have been parsed already, in which case
- * it is provided as an argument, or it's the next group in the input.
- *
- * @param {ParseFuncOrArgument=} baseGroup optional as described above
- * @return {?ParseNode}
- */
-
- }, {
- key: "parseFunction",
- value: function parseFunction(baseGroup) {
- if (!baseGroup) {
- baseGroup = this.parseGroup();
- }
-
- if (baseGroup) {
- if (baseGroup.isFunction) {
- var func = baseGroup.result;
- var funcData = _functions2.default[func];
- if (this.mode === "text" && !funcData.allowedInText) {
- throw new _ParseError2.default("Can't use function '" + func + "' in text mode", baseGroup.token);
- } else if (this.mode === "math" && funcData.allowedInMath === false) {
- throw new _ParseError2.default("Can't use function '" + func + "' in math mode", baseGroup.token);
- }
-
- var args = this.parseArguments(func, funcData);
- var token = baseGroup.token;
- var result = this.callFunction(func, args, args.pop(), token);
- return new _ParseNode2.default(result.type, result, this.mode);
- } else {
- return baseGroup.result;
- }
- } else {
- return null;
- }
- }
-
- /**
- * Call a function handler with a suitable context and arguments.
- */
-
- }, {
- key: "callFunction",
- value: function callFunction(name, args, positions, token) {
- var context = {
- funcName: name,
- parser: this,
- positions: positions,
- token: token
- };
- return _functions2.default[name].handler(context, args);
- }
-
- /**
- * Parses the arguments of a function or environment
- *
- * @param {string} func "\name" or "\begin{name}"
- * @param {{numArgs:number,numOptionalArgs:number|undefined}} funcData
- * @return the array of arguments, with the list of positions as last element
- */
-
- }, {
- key: "parseArguments",
- value: function parseArguments(func, funcData) {
- var totalArgs = funcData.numArgs + funcData.numOptionalArgs;
- if (totalArgs === 0) {
- return [[this.pos]];
- }
-
- var baseGreediness = funcData.greediness;
- var positions = [this.pos];
- var args = [];
-
- for (var i = 0; i < totalArgs; i++) {
- var nextToken = this.nextToken;
- var argType = funcData.argTypes && funcData.argTypes[i];
- var arg = void 0;
- if (i < funcData.numOptionalArgs) {
- if (argType) {
- arg = this.parseGroupOfType(argType, true);
- } else {
- arg = this.parseGroup(true);
- }
- if (!arg) {
- args.push(null);
- positions.push(this.pos);
- continue;
- }
- } else {
- if (argType) {
- arg = this.parseGroupOfType(argType);
- } else {
- arg = this.parseGroup();
- }
- if (!arg) {
- if (!this.settings.throwOnError && this.nextToken.text[0] === "\\") {
- arg = new ParseFuncOrArgument(this.handleUnsupportedCmd(this.nextToken.text), false);
- } else {
- throw new _ParseError2.default("Expected group after '" + func + "'", nextToken);
- }
- }
- }
- var argNode = void 0;
- if (arg.isFunction) {
- var argGreediness = _functions2.default[arg.result].greediness;
- if (argGreediness > baseGreediness) {
- argNode = this.parseFunction(arg);
- } else {
- throw new _ParseError2.default("Got function '" + arg.result + "' as " + "argument to '" + func + "'", nextToken);
- }
- } else {
- argNode = arg.result;
- }
- args.push(argNode);
- positions.push(this.pos);
- }
-
- args.push(positions);
-
- return args;
- }
-
- /**
- * Parses a group when the mode is changing.
- *
- * @return {?ParseFuncOrArgument}
- */
-
- }, {
- key: "parseGroupOfType",
- value: function parseGroupOfType(innerMode, optional) {
- var outerMode = this.mode;
- // Handle `original` argTypes
- if (innerMode === "original") {
- innerMode = outerMode;
- }
-
- if (innerMode === "color") {
- return this.parseColorGroup(optional);
- }
- if (innerMode === "size") {
- return this.parseSizeGroup(optional);
- }
-
- this.switchMode(innerMode);
- if (innerMode === "text") {
- // text mode is special because it should ignore the whitespace before
- // it
- this.consumeSpaces();
- }
- // By the time we get here, innerMode is one of "text" or "math".
- // We switch the mode of the parser, recurse, then restore the old mode.
- var res = this.parseGroup(optional);
- this.switchMode(outerMode);
- return res;
- }
- }, {
- key: "consumeSpaces",
- value: function consumeSpaces() {
- while (this.nextToken.text === " ") {
- this.consume();
- }
- }
-
- /**
- * Parses a group, essentially returning the string formed by the
- * brace-enclosed tokens plus some position information.
- *
- * @param {string} modeName Used to describe the mode in error messages
- * @param {boolean=} optional Whether the group is optional or required
- */
-
- }, {
- key: "parseStringGroup",
- value: function parseStringGroup(modeName, optional) {
- if (optional && this.nextToken.text !== "[") {
- return null;
- }
- var outerMode = this.mode;
- this.mode = "text";
- this.expect(optional ? "[" : "{");
- var str = "";
- var firstToken = this.nextToken;
- var lastToken = firstToken;
- while (this.nextToken.text !== (optional ? "]" : "}")) {
- if (this.nextToken.text === "EOF") {
- throw new _ParseError2.default("Unexpected end of input in " + modeName, firstToken.range(this.nextToken, str));
- }
- lastToken = this.nextToken;
- str += lastToken.text;
- this.consume();
- }
- this.mode = outerMode;
- this.expect(optional ? "]" : "}");
- return firstToken.range(lastToken, str);
- }
-
- /**
- * Parses a regex-delimited group: the largest sequence of tokens
- * whose concatenated strings match `regex`. Returns the string
- * formed by the tokens plus some position information.
- *
- * @param {RegExp} regex
- * @param {string} modeName Used to describe the mode in error messages
- */
-
- }, {
- key: "parseRegexGroup",
- value: function parseRegexGroup(regex, modeName) {
- var outerMode = this.mode;
- this.mode = "text";
- var firstToken = this.nextToken;
- var lastToken = firstToken;
- var str = "";
- while (this.nextToken.text !== "EOF" && regex.test(str + this.nextToken.text)) {
- lastToken = this.nextToken;
- str += lastToken.text;
- this.consume();
- }
- if (str === "") {
- throw new _ParseError2.default("Invalid " + modeName + ": '" + firstToken.text + "'", firstToken);
- }
- this.mode = outerMode;
- return firstToken.range(lastToken, str);
- }
-
- /**
- * Parses a color description.
- */
-
- }, {
- key: "parseColorGroup",
- value: function parseColorGroup(optional) {
- var res = this.parseStringGroup("color", optional);
- if (!res) {
- return null;
- }
- var match = /^(#[a-z0-9]+|[a-z]+)$/i.exec(res.text);
- if (!match) {
- throw new _ParseError2.default("Invalid color: '" + res.text + "'", res);
- }
- return new ParseFuncOrArgument(new _ParseNode2.default("color", match[0], this.mode), false);
- }
-
- /**
- * Parses a size specification, consisting of magnitude and unit.
- */
-
- }, {
- key: "parseSizeGroup",
- value: function parseSizeGroup(optional) {
- var res = void 0;
- if (!optional && this.nextToken.text !== "{") {
- res = this.parseRegexGroup(/^[-+]? *(?:$|\d+|\d+\.\d*|\.\d*) *[a-z]{0,2} *$/, "size");
- } else {
- res = this.parseStringGroup("size", optional);
- }
- if (!res) {
- return null;
- }
- var match = /([-+]?) *(\d+(?:\.\d*)?|\.\d+) *([a-z]{2})/.exec(res.text);
- if (!match) {
- throw new _ParseError2.default("Invalid size: '" + res.text + "'", res);
- }
- var data = {
- number: +(match[1] + match[2]), // sign + magnitude, cast to number
- unit: match[3]
- };
- if (!_units2.default.validUnit(data)) {
- throw new _ParseError2.default("Invalid unit: '" + data.unit + "'", res);
- }
- return new ParseFuncOrArgument(new _ParseNode2.default("size", data, this.mode), false);
- }
-
- /**
- * If the argument is false or absent, this parses an ordinary group,
- * which is either a single nucleus (like "x") or an expression
- * in braces (like "{x+y}").
- * If the argument is true, it parses either a bracket-delimited expression
- * (like "[x+y]") or returns null to indicate the absence of a
- * bracket-enclosed group.
- *
- * @param {boolean=} optional Whether the group is optional or required
- * @return {?ParseFuncOrArgument}
- */
-
- }, {
- key: "parseGroup",
- value: function parseGroup(optional) {
- var firstToken = this.nextToken;
- // Try to parse an open brace
- if (this.nextToken.text === (optional ? "[" : "{")) {
- // If we get a brace, parse an expression
- this.consume();
- var expression = this.parseExpression(false, optional ? "]" : null);
- var lastToken = this.nextToken;
- // Make sure we get a close brace
- this.expect(optional ? "]" : "}");
- if (this.mode === "text") {
- this.formLigatures(expression);
- }
- return new ParseFuncOrArgument(new _ParseNode2.default("ordgroup", expression, this.mode, firstToken, lastToken), false);
- } else {
- // Otherwise, just return a nucleus, or nothing for an optional group
- return optional ? null : this.parseSymbol();
- }
- }
-
- /**
- * Form ligature-like combinations of characters for text mode.
- * This includes inputs like "--", "---", "``" and "''".
- * The result will simply replace multiple textord nodes with a single
- * character in each value by a single textord node having multiple
- * characters in its value. The representation is still ASCII source.
- *
- * @param {Array.} group the nodes of this group,
- * list will be moified in place
- */
-
- }, {
- key: "formLigatures",
- value: function formLigatures(group) {
- var n = group.length - 1;
- for (var i = 0; i < n; ++i) {
- var a = group[i];
- var v = a.value;
- if (v === "-" && group[i + 1].value === "-") {
- if (i + 1 < n && group[i + 2].value === "-") {
- group.splice(i, 3, new _ParseNode2.default("textord", "---", "text", a, group[i + 2]));
- n -= 2;
- } else {
- group.splice(i, 2, new _ParseNode2.default("textord", "--", "text", a, group[i + 1]));
- n -= 1;
- }
- }
- if ((v === "'" || v === "`") && group[i + 1].value === v) {
- group.splice(i, 2, new _ParseNode2.default("textord", v + v, "text", a, group[i + 1]));
- n -= 1;
- }
- }
- }
-
- /**
- * Parse a single symbol out of the string. Here, we handle both the functions
- * we have defined, as well as the single character symbols
- *
- * @return {?ParseFuncOrArgument}
- */
-
- }, {
- key: "parseSymbol",
- value: function parseSymbol() {
- var nucleus = this.nextToken;
-
- if (_functions2.default[nucleus.text]) {
- this.consume();
- // If there exists a function with this name, we return the function and
- // say that it is a function.
- return new ParseFuncOrArgument(nucleus.text, true, nucleus);
- } else if (_symbols2.default[this.mode][nucleus.text]) {
- this.consume();
- // Otherwise if this is a no-argument function, find the type it
- // corresponds to in the symbols map
- return new ParseFuncOrArgument(new _ParseNode2.default(_symbols2.default[this.mode][nucleus.text].group, nucleus.text, this.mode, nucleus), false, nucleus);
- } else if (this.mode === "text" && _unicodeRegexes.cjkRegex.test(nucleus.text)) {
- this.consume();
- return new ParseFuncOrArgument(new _ParseNode2.default("textord", nucleus.text, this.mode, nucleus), false, nucleus);
- } else if (nucleus.text === "$") {
- return new ParseFuncOrArgument(nucleus.text, false, nucleus);
- } else {
- return null;
- }
- }
- }]);
- return Parser;
- }();
-
- Parser.endOfExpression = ["}", "\\end", "\\right", "&", "\\\\", "\\cr"];
- Parser.SUPSUB_GREEDINESS = 1;
- Parser.sizeFuncs = ["\\tiny", "\\sixptsize", "\\scriptsize", "\\footnotesize", "\\small", "\\normalsize", "\\large", "\\Large", "\\LARGE", "\\huge", "\\Huge"];
- Parser.styleFuncs = ["\\displaystyle", "\\textstyle", "\\scriptstyle", "\\scriptscriptstyle"];
- Parser.oldFontFuncs = {
- "\\rm": "mathrm",
- "\\sf": "mathsf",
- "\\tt": "mathtt",
- "\\bf": "mathbf",
- "\\it": "mathit"
- };
-
-
- Parser.prototype.ParseNode = _ParseNode2.default;
-
- module.exports = Parser;
-
- },{"./MacroExpander":27,"./ParseError":29,"./ParseNode":30,"./environments":40,"./functions":43,"./symbols":48,"./unicodeRegexes":49,"./units":50,"./utils":51,"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5}],32:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * The main Settings object
- *
- * The current options stored are:
- * - displayMode: Whether the expression should be typeset as inline math
- * (false, the default), meaning that the math starts in
- * \textstyle and is placed in an inline-block); or as display
- * math (true), meaning that the math starts in \displaystyle
- * and is placed in a block with vertical margin.
- */
- var Settings = function Settings(options) {
- (0, _classCallCheck3.default)(this, Settings);
-
- // allow null options
- options = options || {};
- this.displayMode = _utils2.default.deflt(options.displayMode, false);
- this.throwOnError = _utils2.default.deflt(options.throwOnError, true);
- this.errorColor = _utils2.default.deflt(options.errorColor, "#cc0000");
- this.macros = options.macros || {};
- this.colorIsTextColor = _utils2.default.deflt(options.colorIsTextColor, false);
- }; /**
- * This is a module for storing settings passed into KaTeX. It correctly handles
- * default settings.
- */
-
- module.exports = Settings;
-
- },{"./utils":51,"babel-runtime/helpers/classCallCheck":4}],33:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _createClass2 = require("babel-runtime/helpers/createClass");
-
- var _createClass3 = _interopRequireDefault(_createClass2);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * This file contains information and classes for the various kinds of styles
- * used in TeX. It provides a generic `Style` class, which holds information
- * about a specific style. It then provides instances of all the different kinds
- * of styles possible, and provides functions to move between them and get
- * information about them.
- */
-
- /**
- * The main style class. Contains a unique id for the style, a size (which is
- * the same for cramped and uncramped version of a style), and a cramped flag.
- */
- var Style = function () {
- function Style(id, size, cramped) {
- (0, _classCallCheck3.default)(this, Style);
-
- this.id = id;
- this.size = size;
- this.cramped = cramped;
- }
-
- /**
- * Get the style of a superscript given a base in the current style.
- */
-
-
- (0, _createClass3.default)(Style, [{
- key: "sup",
- value: function sup() {
- return styles[_sup[this.id]];
- }
-
- /**
- * Get the style of a subscript given a base in the current style.
- */
-
- }, {
- key: "sub",
- value: function sub() {
- return styles[_sub[this.id]];
- }
-
- /**
- * Get the style of a fraction numerator given the fraction in the current
- * style.
- */
-
- }, {
- key: "fracNum",
- value: function fracNum() {
- return styles[_fracNum[this.id]];
- }
-
- /**
- * Get the style of a fraction denominator given the fraction in the current
- * style.
- */
-
- }, {
- key: "fracDen",
- value: function fracDen() {
- return styles[_fracDen[this.id]];
- }
-
- /**
- * Get the cramped version of a style (in particular, cramping a cramped style
- * doesn't change the style).
- */
-
- }, {
- key: "cramp",
- value: function cramp() {
- return styles[_cramp[this.id]];
- }
-
- /**
- * Get a text or display version of this style.
- */
-
- }, {
- key: "text",
- value: function text() {
- return styles[_text[this.id]];
- }
-
- /**
- * Return if this style is tightly spaced (scriptstyle/scriptscriptstyle)
- */
-
- }, {
- key: "isTight",
- value: function isTight() {
- return this.size >= 2;
- }
- }]);
- return Style;
- }();
-
- // IDs of the different styles
-
-
- var D = 0;
- var Dc = 1;
- var T = 2;
- var Tc = 3;
- var S = 4;
- var Sc = 5;
- var SS = 6;
- var SSc = 7;
-
- // Instances of the different styles
- var styles = [new Style(D, 0, false), new Style(Dc, 0, true), new Style(T, 1, false), new Style(Tc, 1, true), new Style(S, 2, false), new Style(Sc, 2, true), new Style(SS, 3, false), new Style(SSc, 3, true)];
-
- // Lookup tables for switching from one style to another
- var _sup = [S, Sc, S, Sc, SS, SSc, SS, SSc];
- var _sub = [Sc, Sc, Sc, Sc, SSc, SSc, SSc, SSc];
- var _fracNum = [T, Tc, S, Sc, SS, SSc, SS, SSc];
- var _fracDen = [Tc, Tc, Sc, Sc, SSc, SSc, SSc, SSc];
- var _cramp = [Dc, Dc, Tc, Tc, Sc, Sc, SSc, SSc];
- var _text = [D, Dc, T, Tc, T, Tc, T, Tc];
-
- // We only export some of the styles. Also, we don't export the `Style` class so
- // no more styles can be generated.
- module.exports = {
- DISPLAY: styles[D],
- TEXT: styles[T],
- SCRIPT: styles[S],
- SCRIPTSCRIPT: styles[SS]
- };
-
- },{"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5}],34:[function(require,module,exports){
-
- var _domTree = require("./domTree");
-
- var _domTree2 = _interopRequireDefault(_domTree);
-
- var _fontMetrics = require("./fontMetrics");
-
- var _fontMetrics2 = _interopRequireDefault(_fontMetrics);
-
- var _symbols = require("./symbols");
-
- var _symbols2 = _interopRequireDefault(_symbols);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- // The following have to be loaded from Main-Italic font, using class mainit
- /* eslint no-console:0 */
- /**
- * This module contains general functions that can be used for building
- * different kinds of domTree nodes in a consistent manner.
- */
-
- var mainitLetters = ["\\imath", // dotless i
- "\\jmath", // dotless j
- "\\pounds"];
-
- /**
- * Looks up the given symbol in fontMetrics, after applying any symbol
- * replacements defined in symbol.js
- */
- var lookupSymbol = function lookupSymbol(value, fontFamily, mode) {
- // Replace the value with its replaced value from symbol.js
- if (_symbols2.default[mode][value] && _symbols2.default[mode][value].replace) {
- value = _symbols2.default[mode][value].replace;
- }
- return {
- value: value,
- metrics: _fontMetrics2.default.getCharacterMetrics(value, fontFamily)
- };
- };
-
- /**
- * Makes a symbolNode after translation via the list of symbols in symbols.js.
- * Correctly pulls out metrics for the character, and optionally takes a list of
- * classes to be attached to the node.
- *
- * TODO: make argument order closer to makeSpan
- * TODO: add a separate argument for math class (e.g. `mop`, `mbin`), which
- * should if present come first in `classes`.
- */
- var makeSymbol = function makeSymbol(value, fontFamily, mode, options, classes) {
- var lookup = lookupSymbol(value, fontFamily, mode);
- var metrics = lookup.metrics;
- value = lookup.value;
-
- var symbolNode = void 0;
- if (metrics) {
- var italic = metrics.italic;
- if (mode === "text") {
- italic = 0;
- }
- symbolNode = new _domTree2.default.symbolNode(value, metrics.height, metrics.depth, italic, metrics.skew, classes);
- } else {
- // TODO(emily): Figure out a good way to only print this in development
- typeof console !== "undefined" && console.warn("No character metrics for '" + value + "' in style '" + fontFamily + "'");
- symbolNode = new _domTree2.default.symbolNode(value, 0, 0, 0, 0, classes);
- }
-
- if (options) {
- symbolNode.maxFontSize = options.sizeMultiplier;
- if (options.style.isTight()) {
- symbolNode.classes.push("mtight");
- }
- if (options.getColor()) {
- symbolNode.style.color = options.getColor();
- }
- }
-
- return symbolNode;
- };
-
- /**
- * Makes a symbol in Main-Regular or AMS-Regular.
- * Used for rel, bin, open, close, inner, and punct.
- */
- var mathsym = function mathsym(value, mode, options, classes) {
- // Decide what font to render the symbol in by its entry in the symbols
- // table.
- // Have a special case for when the value = \ because the \ is used as a
- // textord in unsupported command errors but cannot be parsed as a regular
- // text ordinal and is therefore not present as a symbol in the symbols
- // table for text
- if (value === "\\" || _symbols2.default[mode][value].font === "main") {
- return makeSymbol(value, "Main-Regular", mode, options, classes);
- } else {
- return makeSymbol(value, "AMS-Regular", mode, options, classes.concat(["amsrm"]));
- }
- };
-
- /**
- * Makes a symbol in the default font for mathords and textords.
- */
- var mathDefault = function mathDefault(value, mode, options, classes, type) {
- if (type === "mathord") {
- var fontLookup = mathit(value);
- return makeSymbol(value, fontLookup.fontName, mode, options, classes.concat([fontLookup.fontClass]));
- } else if (type === "textord") {
- var font = _symbols2.default[mode][value] && _symbols2.default[mode][value].font;
- if (font === "ams") {
- return makeSymbol(value, "AMS-Regular", mode, options, classes.concat(["amsrm"]));
- } else {
- // if (font === "main") {
- return makeSymbol(value, "Main-Regular", mode, options, classes.concat(["mathrm"]));
- }
- } else {
- throw new Error("unexpected type: " + type + " in mathDefault");
- }
- };
-
- /**
- * Determines which of the two font names (Main-Italic and Math-Italic) and
- * corresponding style tags (mainit or mathit) to use for font "mathit",
- * depending on the symbol. Use this function instead of fontMap for font
- * "mathit".
- */
- var mathit = function mathit(value, mode, options, classes) {
- if (/[0-9]/.test(value.charAt(0)) ||
- // glyphs for \imath and \jmath do not exist in Math-Italic so we
- // need to use Main-Italic instead
- _utils2.default.contains(mainitLetters, value)) {
- return {
- fontName: "Main-Italic",
- fontClass: "mainit"
- };
- } else {
- return {
- fontName: "Math-Italic",
- fontClass: "mathit"
- };
- }
- };
-
- /**
- * Makes either a mathord or textord in the correct font and color.
- */
- var makeOrd = function makeOrd(group, options, type) {
- var mode = group.mode;
- var value = group.value;
-
- var classes = ["mord"];
-
- var font = options.font;
- if (font) {
- var fontLookup = void 0;
- if (font === "mathit" || _utils2.default.contains(mainitLetters, value)) {
- fontLookup = mathit(value);
- } else {
- fontLookup = fontMap[font];
- }
- if (lookupSymbol(value, fontLookup.fontName, mode).metrics) {
- return makeSymbol(value, fontLookup.fontName, mode, options, classes.concat([fontLookup.fontClass || font]));
- } else {
- return mathDefault(value, mode, options, classes, type);
- }
- } else {
- return mathDefault(value, mode, options, classes, type);
- }
- };
-
- /**
- * Calculate the height, depth, and maxFontSize of an element based on its
- * children.
- */
- var sizeElementFromChildren = function sizeElementFromChildren(elem) {
- var height = 0;
- var depth = 0;
- var maxFontSize = 0;
-
- if (elem.children) {
- for (var i = 0; i < elem.children.length; i++) {
- if (elem.children[i].height > height) {
- height = elem.children[i].height;
- }
- if (elem.children[i].depth > depth) {
- depth = elem.children[i].depth;
- }
- if (elem.children[i].maxFontSize > maxFontSize) {
- maxFontSize = elem.children[i].maxFontSize;
- }
- }
- }
-
- elem.height = height;
- elem.depth = depth;
- elem.maxFontSize = maxFontSize;
- };
-
- /**
- * Makes a span with the given list of classes, list of children, and options.
- *
- * TODO: Ensure that `options` is always provided (currently some call sites
- * don't pass it).
- * TODO: add a separate argument for math class (e.g. `mop`, `mbin`), which
- * should if present come first in `classes`.
- */
- var makeSpan = function makeSpan(classes, children, options) {
- var span = new _domTree2.default.span(classes, children, options);
-
- sizeElementFromChildren(span);
-
- return span;
- };
-
- /**
- * Prepends the given children to the given span, updating height, depth, and
- * maxFontSize.
- */
- var prependChildren = function prependChildren(span, children) {
- span.children = children.concat(span.children);
-
- sizeElementFromChildren(span);
- };
-
- /**
- * Makes a document fragment with the given list of children.
- */
- var makeFragment = function makeFragment(children) {
- var fragment = new _domTree2.default.documentFragment(children);
-
- sizeElementFromChildren(fragment);
-
- return fragment;
- };
-
- /**
- * Makes a vertical list by stacking elements and kerns on top of each other.
- * Allows for many different ways of specifying the positioning method.
- *
- * Arguments:
- * - children: A list of child or kern nodes to be stacked on top of each other
- * (i.e. the first element will be at the bottom, and the last at
- * the top). Element nodes are specified as
- * {type: "elem", elem: node}
- * while kern nodes are specified as
- * {type: "kern", size: size}
- * - positionType: The method by which the vlist should be positioned. Valid
- * values are:
- * - "individualShift": The children list only contains elem
- * nodes, and each node contains an extra
- * "shift" value of how much it should be
- * shifted (note that shifting is always
- * moving downwards). positionData is
- * ignored.
- * - "top": The positionData specifies the topmost point of
- * the vlist (note this is expected to be a height,
- * so positive values move up)
- * - "bottom": The positionData specifies the bottommost point
- * of the vlist (note this is expected to be a
- * depth, so positive values move down
- * - "shift": The vlist will be positioned such that its
- * baseline is positionData away from the baseline
- * of the first child. Positive values move
- * downwards.
- * - "firstBaseline": The vlist will be positioned such that
- * its baseline is aligned with the
- * baseline of the first child.
- * positionData is ignored. (this is
- * equivalent to "shift" with
- * positionData=0)
- * - positionData: Data used in different ways depending on positionType
- * - options: An Options object
- *
- */
- var makeVList = function makeVList(children, positionType, positionData, options) {
- var depth = void 0;
- var currPos = void 0;
- var i = void 0;
- if (positionType === "individualShift") {
- var oldChildren = children;
- children = [oldChildren[0]];
-
- // Add in kerns to the list of children to get each element to be
- // shifted to the correct specified shift
- depth = -oldChildren[0].shift - oldChildren[0].elem.depth;
- currPos = depth;
- for (i = 1; i < oldChildren.length; i++) {
- var diff = -oldChildren[i].shift - currPos - oldChildren[i].elem.depth;
- var size = diff - (oldChildren[i - 1].elem.height + oldChildren[i - 1].elem.depth);
-
- currPos = currPos + diff;
-
- children.push({ type: "kern", size: size });
- children.push(oldChildren[i]);
- }
- } else if (positionType === "top") {
- // We always start at the bottom, so calculate the bottom by adding up
- // all the sizes
- var bottom = positionData;
- for (i = 0; i < children.length; i++) {
- if (children[i].type === "kern") {
- bottom -= children[i].size;
- } else {
- bottom -= children[i].elem.height + children[i].elem.depth;
- }
- }
- depth = bottom;
- } else if (positionType === "bottom") {
- depth = -positionData;
- } else if (positionType === "shift") {
- depth = -children[0].elem.depth - positionData;
- } else if (positionType === "firstBaseline") {
- depth = -children[0].elem.depth;
- } else {
- depth = 0;
- }
-
- // Create a strut that is taller than any list item. The strut is added to
- // each item, where it will determine the item's baseline. Since it has
- // `overflow:hidden`, the strut's top edge will sit on the item's line box's
- // top edge and the strut's bottom edge will sit on the item's baseline,
- // with no additional line-height spacing. This allows the item baseline to
- // be positioned precisely without worrying about font ascent and
- // line-height.
- var pstrutSize = 0;
- for (i = 0; i < children.length; i++) {
- if (children[i].type === "elem") {
- var child = children[i].elem;
- pstrutSize = Math.max(pstrutSize, child.maxFontSize, child.height);
- }
- }
- pstrutSize += 2;
- var pstrut = makeSpan(["pstrut"], []);
- pstrut.style.height = pstrutSize + "em";
-
- // Create a new list of actual children at the correct offsets
- var realChildren = [];
- var minPos = depth;
- var maxPos = depth;
- currPos = depth;
- for (i = 0; i < children.length; i++) {
- if (children[i].type === "kern") {
- currPos += children[i].size;
- } else {
- var _child = children[i].elem;
-
- var childWrap = makeSpan([], [pstrut, _child]);
- childWrap.style.top = -pstrutSize - currPos - _child.depth + "em";
- if (children[i].marginLeft) {
- childWrap.style.marginLeft = children[i].marginLeft;
- }
- if (children[i].marginRight) {
- childWrap.style.marginRight = children[i].marginRight;
- }
-
- realChildren.push(childWrap);
- currPos += _child.height + _child.depth;
- }
- minPos = Math.min(minPos, currPos);
- maxPos = Math.max(maxPos, currPos);
- }
-
- // The vlist contents go in a table-cell with `vertical-align:bottom`.
- // This cell's bottom edge will determine the containing table's baseline
- // without overly expanding the containing line-box.
- var vlist = makeSpan(["vlist"], realChildren);
- vlist.style.height = maxPos + "em";
-
- // A second row is used if necessary to represent the vlist's depth.
- var rows = void 0;
- if (minPos < 0) {
- var depthStrut = makeSpan(["vlist"], []);
- depthStrut.style.height = -minPos + "em";
-
- // Safari wants the first row to have inline content; otherwise it
- // puts the bottom of the *second* row on the baseline.
- var topStrut = makeSpan(["vlist-s"], [new _domTree2.default.symbolNode("\u200B")]);
-
- rows = [makeSpan(["vlist-r"], [vlist, topStrut]), makeSpan(["vlist-r"], [depthStrut])];
- } else {
- rows = [makeSpan(["vlist-r"], [vlist])];
- }
-
- var vtable = makeSpan(["vlist-t"], rows);
- if (rows.length === 2) {
- vtable.classes.push("vlist-t2");
- }
- vtable.height = maxPos;
- vtable.depth = -minPos;
- return vtable;
- };
-
- // A map of spacing functions to their attributes, like size and corresponding
- // CSS class
- var spacingFunctions = {
- "\\qquad": {
- size: "2em",
- className: "qquad"
- },
- "\\quad": {
- size: "1em",
- className: "quad"
- },
- "\\enspace": {
- size: "0.5em",
- className: "enspace"
- },
- "\\;": {
- size: "0.277778em",
- className: "thickspace"
- },
- "\\:": {
- size: "0.22222em",
- className: "mediumspace"
- },
- "\\,": {
- size: "0.16667em",
- className: "thinspace"
- },
- "\\!": {
- size: "-0.16667em",
- className: "negativethinspace"
- }
- };
-
- /**
- * Maps TeX font commands to objects containing:
- * - variant: string used for "mathvariant" attribute in buildMathML.js
- * - fontName: the "style" parameter to fontMetrics.getCharacterMetrics
- */
- // A map between tex font commands an MathML mathvariant attribute values
- var fontMap = {
- // styles
- "mathbf": {
- variant: "bold",
- fontName: "Main-Bold"
- },
- "mathrm": {
- variant: "normal",
- fontName: "Main-Regular"
- },
- "textit": {
- variant: "italic",
- fontName: "Main-Italic"
- },
-
- // "mathit" is missing because it requires the use of two fonts: Main-Italic
- // and Math-Italic. This is handled by a special case in makeOrd which ends
- // up calling mathit.
-
- // families
- "mathbb": {
- variant: "double-struck",
- fontName: "AMS-Regular"
- },
- "mathcal": {
- variant: "script",
- fontName: "Caligraphic-Regular"
- },
- "mathfrak": {
- variant: "fraktur",
- fontName: "Fraktur-Regular"
- },
- "mathscr": {
- variant: "script",
- fontName: "Script-Regular"
- },
- "mathsf": {
- variant: "sans-serif",
- fontName: "SansSerif-Regular"
- },
- "mathtt": {
- variant: "monospace",
- fontName: "Typewriter-Regular"
- }
- };
-
- module.exports = {
- fontMap: fontMap,
- makeSymbol: makeSymbol,
- mathsym: mathsym,
- makeSpan: makeSpan,
- makeFragment: makeFragment,
- makeVList: makeVList,
- makeOrd: makeOrd,
- prependChildren: prependChildren,
- spacingFunctions: spacingFunctions
- };
-
- },{"./domTree":39,"./fontMetrics":41,"./symbols":48,"./utils":51}],35:[function(require,module,exports){
-
- var _stringify = require("babel-runtime/core-js/json/stringify");
-
- var _stringify2 = _interopRequireDefault(_stringify);
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- var _Style = require("./Style");
-
- var _Style2 = _interopRequireDefault(_Style);
-
- var _buildCommon = require("./buildCommon");
-
- var _buildCommon2 = _interopRequireDefault(_buildCommon);
-
- var _delimiter = require("./delimiter");
-
- var _delimiter2 = _interopRequireDefault(_delimiter);
-
- var _domTree = require("./domTree");
-
- var _domTree2 = _interopRequireDefault(_domTree);
-
- var _units = require("./units");
-
- var _units2 = _interopRequireDefault(_units);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- var _stretchy = require("./stretchy");
-
- var _stretchy2 = _interopRequireDefault(_stretchy);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /* eslint no-console:0 */
- /**
- * This file does the main work of building a domTree structure from a parse
- * tree. The entry point is the `buildHTML` function, which takes a parse tree.
- * Then, the buildExpression, buildGroup, and various groupTypes functions are
- * called, to produce a final HTML tree.
- */
-
- var isSpace = function isSpace(node) {
- return node instanceof _domTree2.default.span && node.classes[0] === "mspace";
- };
-
- // Binary atoms (first class `mbin`) change into ordinary atoms (`mord`)
- // depending on their surroundings. See TeXbook pg. 442-446, Rules 5 and 6,
- // and the text before Rule 19.
- var isBin = function isBin(node) {
- return node && node.classes[0] === "mbin";
- };
-
- var isBinLeftCanceller = function isBinLeftCanceller(node, isRealGroup) {
- // TODO: This code assumes that a node's math class is the first element
- // of its `classes` array. A later cleanup should ensure this, for
- // instance by changing the signature of `makeSpan`.
- if (node) {
- return _utils2.default.contains(["mbin", "mopen", "mrel", "mop", "mpunct"], node.classes[0]);
- } else {
- return isRealGroup;
- }
- };
-
- var isBinRightCanceller = function isBinRightCanceller(node, isRealGroup) {
- if (node) {
- return _utils2.default.contains(["mrel", "mclose", "mpunct"], node.classes[0]);
- } else {
- return isRealGroup;
- }
- };
-
- /**
- * Splice out any spaces from `children` starting at position `i`, and return
- * the spliced-out array. Returns null if `children[i]` does not exist or is not
- * a space.
- */
- var spliceSpaces = function spliceSpaces(children, i) {
- var j = i;
- while (j < children.length && isSpace(children[j])) {
- j++;
- }
- if (j === i) {
- return null;
- } else {
- return children.splice(i, j - i);
- }
- };
-
- /**
- * Take a list of nodes, build them in order, and return a list of the built
- * nodes. documentFragments are flattened into their contents, so the
- * returned list contains no fragments. `isRealGroup` is true if `expression`
- * is a real group (no atoms will be added on either side), as opposed to
- * a partial group (e.g. one created by \color).
- */
- var buildExpression = function buildExpression(expression, options, isRealGroup) {
- // Parse expressions into `groups`.
- var groups = [];
- for (var i = 0; i < expression.length; i++) {
- var group = expression[i];
- var output = buildGroup(group, options);
- if (output instanceof _domTree2.default.documentFragment) {
- Array.prototype.push.apply(groups, output.children);
- } else {
- groups.push(output);
- }
- }
- // At this point `groups` consists entirely of `symbolNode`s and `span`s.
-
- // Explicit spaces (e.g., \;, \,) should be ignored with respect to atom
- // spacing (e.g., "add thick space between mord and mrel"). Since CSS
- // adjacency rules implement atom spacing, spaces should be invisible to
- // CSS. So we splice them out of `groups` and into the atoms themselves.
- for (var _i = 0; _i < groups.length; _i++) {
- var spaces = spliceSpaces(groups, _i);
- if (spaces) {
- // Splicing of spaces may have removed all remaining groups.
- if (_i < groups.length) {
- // If there is a following group, move space within it.
- if (groups[_i] instanceof _domTree2.default.symbolNode) {
- groups[_i] = (0, _buildCommon.makeSpan)([].concat(groups[_i].classes), [groups[_i]]);
- }
- _buildCommon2.default.prependChildren(groups[_i], spaces);
- } else {
- // Otherwise, put any spaces back at the end of the groups.
- Array.prototype.push.apply(groups, spaces);
- break;
- }
- }
- }
-
- // Binary operators change to ordinary symbols in some contexts.
- for (var _i2 = 0; _i2 < groups.length; _i2++) {
- if (isBin(groups[_i2]) && (isBinLeftCanceller(groups[_i2 - 1], isRealGroup) || isBinRightCanceller(groups[_i2 + 1], isRealGroup))) {
- groups[_i2].classes[0] = "mord";
- }
- }
-
- // Process \\not commands within the group.
- // TODO(kevinb): Handle multiple \\not commands in a row.
- // TODO(kevinb): Handle \\not{abc} correctly. The \\not should appear over
- // the 'a' instead of the 'c'.
- for (var _i3 = 0; _i3 < groups.length; _i3++) {
- if (groups[_i3].value === "\u0338" && _i3 + 1 < groups.length) {
- var children = groups.slice(_i3, _i3 + 2);
-
- children[0].classes = ["mainrm"];
- // \u0338 is a combining glyph so we could reorder the children so
- // that it comes after the other glyph. This works correctly on
- // most browsers except for Safari. Instead we absolutely position
- // the glyph and set its right side to match that of the other
- // glyph which is visually equivalent.
- children[0].style.position = "absolute";
- children[0].style.right = "0";
-
- // Copy the classes from the second glyph to the new container.
- // This is so it behaves the same as though there was no \\not.
- var classes = groups[_i3 + 1].classes;
- var container = (0, _buildCommon.makeSpan)(classes, children);
-
- // LaTeX adds a space between ords separated by a \\not.
- if (classes.indexOf("mord") !== -1) {
- // \glue(\thickmuskip) 2.77771 plus 2.77771
- container.style.paddingLeft = "0.277771em";
- }
-
- // Ensure that the \u0338 is positioned relative to the container.
- container.style.position = "relative";
- groups.splice(_i3, 2, container);
- }
- }
-
- return groups;
- };
-
- // Return math atom class (mclass) of a domTree.
- var getTypeOfDomTree = function getTypeOfDomTree(node) {
- if (node instanceof _domTree2.default.documentFragment) {
- if (node.children.length) {
- return getTypeOfDomTree(node.children[node.children.length - 1]);
- }
- } else {
- if (_utils2.default.contains(["mord", "mop", "mbin", "mrel", "mopen", "mclose", "mpunct", "minner"], node.classes[0])) {
- return node.classes[0];
- }
- }
- return null;
- };
-
- /**
- * Sometimes, groups perform special rules when they have superscripts or
- * subscripts attached to them. This function lets the `supsub` group know that
- * its inner element should handle the superscripts and subscripts instead of
- * handling them itself.
- */
- var shouldHandleSupSub = function shouldHandleSupSub(group, options) {
- if (!group.value.base) {
- return false;
- } else {
- var base = group.value.base;
- if (base.type === "op") {
- // Operators handle supsubs differently when they have limits
- // (e.g. `\displaystyle\sum_2^3`)
- return base.value.limits && (options.style.size === _Style2.default.DISPLAY.size || base.value.alwaysHandleSupSub);
- } else if (base.type === "accent") {
- return isCharacterBox(base.value.base);
- } else if (base.type === "horizBrace") {
- var isSup = group.value.sub ? false : true;
- return isSup === base.value.isOver;
- } else {
- return null;
- }
- }
- };
-
- /**
- * Sometimes we want to pull out the innermost element of a group. In most
- * cases, this will just be the group itself, but when ordgroups and colors have
- * a single element, we want to pull that out.
- */
- var getBaseElem = function getBaseElem(group) {
- if (!group) {
- return false;
- } else if (group.type === "ordgroup") {
- if (group.value.length === 1) {
- return getBaseElem(group.value[0]);
- } else {
- return group;
- }
- } else if (group.type === "color") {
- if (group.value.value.length === 1) {
- return getBaseElem(group.value.value[0]);
- } else {
- return group;
- }
- } else if (group.type === "font") {
- return getBaseElem(group.value.body);
- } else {
- return group;
- }
- };
-
- /**
- * TeXbook algorithms often reference "character boxes", which are simply groups
- * with a single character in them. To decide if something is a character box,
- * we find its innermost group, and see if it is a single character.
- */
- var isCharacterBox = function isCharacterBox(group) {
- var baseElem = getBaseElem(group);
-
- // These are all they types of groups which hold single characters
- return baseElem.type === "mathord" || baseElem.type === "textord" || baseElem.type === "bin" || baseElem.type === "rel" || baseElem.type === "inner" || baseElem.type === "open" || baseElem.type === "close" || baseElem.type === "punct";
- };
-
- var makeNullDelimiter = function makeNullDelimiter(options, classes) {
- var moreClasses = ["nulldelimiter"].concat(options.baseSizingClasses());
- return (0, _buildCommon.makeSpan)(classes.concat(moreClasses));
- };
-
- /**
- * This is a map of group types to the function used to handle that type.
- * Simpler types come at the beginning, while complicated types come afterwards.
- */
- var groupTypes = {};
-
- groupTypes.mathord = function (group, options) {
- return _buildCommon2.default.makeOrd(group, options, "mathord");
- };
-
- groupTypes.textord = function (group, options) {
- return _buildCommon2.default.makeOrd(group, options, "textord");
- };
-
- groupTypes.bin = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["mbin"]);
- };
-
- groupTypes.rel = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["mrel"]);
- };
-
- groupTypes.open = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["mopen"]);
- };
-
- groupTypes.close = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["mclose"]);
- };
-
- groupTypes.inner = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["minner"]);
- };
-
- groupTypes.punct = function (group, options) {
- return _buildCommon2.default.mathsym(group.value, group.mode, options, ["mpunct"]);
- };
-
- groupTypes.ordgroup = function (group, options) {
- return (0, _buildCommon.makeSpan)(["mord"], buildExpression(group.value, options, true), options);
- };
-
- groupTypes.text = function (group, options) {
- var newOptions = options.withFont(group.value.style);
- var inner = buildExpression(group.value.body, newOptions, true);
- for (var i = 0; i < inner.length - 1; i++) {
- if (inner[i].tryCombine(inner[i + 1])) {
- inner.splice(i + 1, 1);
- i--;
- }
- }
- return (0, _buildCommon.makeSpan)(["mord", "text"], inner, newOptions);
- };
-
- groupTypes.color = function (group, options) {
- var elements = buildExpression(group.value.value, options.withColor(group.value.color), false);
-
- // \color isn't supposed to affect the type of the elements it contains.
- // To accomplish this, we wrap the results in a fragment, so the inner
- // elements will be able to directly interact with their neighbors. For
- // example, `\color{red}{2 +} 3` has the same spacing as `2 + 3`
- return new _buildCommon2.default.makeFragment(elements);
- };
-
- groupTypes.supsub = function (group, options) {
- // Superscript and subscripts are handled in the TeXbook on page
- // 445-446, rules 18(a-f).
-
- // Here is where we defer to the inner group if it should handle
- // superscripts and subscripts itself.
- if (shouldHandleSupSub(group, options)) {
- return groupTypes[group.value.base.type](group, options);
- }
-
- var base = buildGroup(group.value.base, options);
- var supm = void 0;
- var subm = void 0;
-
- var metrics = options.fontMetrics();
- var newOptions = void 0;
-
- // Rule 18a
- var supShift = 0;
- var subShift = 0;
-
- if (group.value.sup) {
- newOptions = options.havingStyle(options.style.sup());
- supm = buildGroup(group.value.sup, newOptions, options);
- if (!isCharacterBox(group.value.base)) {
- supShift = base.height - newOptions.fontMetrics().supDrop * newOptions.sizeMultiplier / options.sizeMultiplier;
- }
- }
-
- if (group.value.sub) {
- newOptions = options.havingStyle(options.style.sub());
- subm = buildGroup(group.value.sub, newOptions, options);
- if (!isCharacterBox(group.value.base)) {
- subShift = base.depth + newOptions.fontMetrics().subDrop * newOptions.sizeMultiplier / options.sizeMultiplier;
- }
- }
-
- // Rule 18c
- var minSupShift = void 0;
- if (options.style === _Style2.default.DISPLAY) {
- minSupShift = metrics.sup1;
- } else if (options.style.cramped) {
- minSupShift = metrics.sup3;
- } else {
- minSupShift = metrics.sup2;
- }
-
- // scriptspace is a font-size-independent size, so scale it
- // appropriately
- var multiplier = options.sizeMultiplier;
- var scriptspace = 0.5 / metrics.ptPerEm / multiplier + "em";
-
- var supsub = void 0;
- if (!group.value.sup) {
- // Rule 18b
- subShift = Math.max(subShift, metrics.sub1, subm.height - 0.8 * metrics.xHeight);
-
- var vlistElem = [{ type: "elem", elem: subm, marginRight: scriptspace }];
- // Subscripts shouldn't be shifted by the base's italic correction.
- // Account for that by shifting the subscript back the appropriate
- // amount. Note we only do this when the base is a single symbol.
- if (base instanceof _domTree2.default.symbolNode) {
- vlistElem[0].marginLeft = -base.italic + "em";
- }
-
- supsub = _buildCommon2.default.makeVList(vlistElem, "shift", subShift, options);
- } else if (!group.value.sub) {
- // Rule 18c, d
- supShift = Math.max(supShift, minSupShift, supm.depth + 0.25 * metrics.xHeight);
-
- supsub = _buildCommon2.default.makeVList([{ type: "elem", elem: supm, marginRight: scriptspace }], "shift", -supShift, options);
- } else {
- supShift = Math.max(supShift, minSupShift, supm.depth + 0.25 * metrics.xHeight);
- subShift = Math.max(subShift, metrics.sub2);
-
- var ruleWidth = metrics.defaultRuleThickness;
-
- // Rule 18e
- if (supShift - supm.depth - (subm.height - subShift) < 4 * ruleWidth) {
- subShift = 4 * ruleWidth - (supShift - supm.depth) + subm.height;
- var psi = 0.8 * metrics.xHeight - (supShift - supm.depth);
- if (psi > 0) {
- supShift += psi;
- subShift -= psi;
- }
- }
-
- var _vlistElem = [{ type: "elem", elem: subm, shift: subShift, marginRight: scriptspace }, { type: "elem", elem: supm, shift: -supShift, marginRight: scriptspace }];
- // See comment above about subscripts not being shifted
- if (base instanceof _domTree2.default.symbolNode) {
- _vlistElem[0].marginLeft = -base.italic + "em";
- }
-
- supsub = _buildCommon2.default.makeVList(_vlistElem, "individualShift", null, options);
- }
-
- // We ensure to wrap the supsub vlist in a span.msupsub to reset text-align
- var mclass = getTypeOfDomTree(base) || "mord";
- return (0, _buildCommon.makeSpan)([mclass], [base, (0, _buildCommon.makeSpan)(["msupsub"], [supsub])], options);
- };
-
- groupTypes.genfrac = function (group, options) {
- // Fractions are handled in the TeXbook on pages 444-445, rules 15(a-e).
- // Figure out what style this fraction should be in based on the
- // function used
- var style = options.style;
- if (group.value.size === "display") {
- style = _Style2.default.DISPLAY;
- } else if (group.value.size === "text") {
- style = _Style2.default.TEXT;
- }
-
- var nstyle = style.fracNum();
- var dstyle = style.fracDen();
- var newOptions = void 0;
-
- newOptions = options.havingStyle(nstyle);
- var numerm = buildGroup(group.value.numer, newOptions, options);
-
- newOptions = options.havingStyle(dstyle);
- var denomm = buildGroup(group.value.denom, newOptions, options);
-
- var rule = void 0;
- var ruleWidth = void 0;
- var ruleSpacing = void 0;
- if (group.value.hasBarLine) {
- rule = makeLineSpan("frac-line", options);
- ruleWidth = rule.height;
- ruleSpacing = rule.height;
- } else {
- rule = null;
- ruleWidth = 0;
- ruleSpacing = options.fontMetrics().defaultRuleThickness;
- }
-
- // Rule 15b
- var numShift = void 0;
- var clearance = void 0;
- var denomShift = void 0;
- if (style.size === _Style2.default.DISPLAY.size) {
- numShift = options.fontMetrics().num1;
- if (ruleWidth > 0) {
- clearance = 3 * ruleSpacing;
- } else {
- clearance = 7 * ruleSpacing;
- }
- denomShift = options.fontMetrics().denom1;
- } else {
- if (ruleWidth > 0) {
- numShift = options.fontMetrics().num2;
- clearance = ruleSpacing;
- } else {
- numShift = options.fontMetrics().num3;
- clearance = 3 * ruleSpacing;
- }
- denomShift = options.fontMetrics().denom2;
- }
-
- var frac = void 0;
- if (ruleWidth === 0) {
- // Rule 15c
- var candidateClearance = numShift - numerm.depth - (denomm.height - denomShift);
- if (candidateClearance < clearance) {
- numShift += 0.5 * (clearance - candidateClearance);
- denomShift += 0.5 * (clearance - candidateClearance);
- }
-
- frac = _buildCommon2.default.makeVList([{ type: "elem", elem: denomm, shift: denomShift }, { type: "elem", elem: numerm, shift: -numShift }], "individualShift", null, options);
- } else {
- // Rule 15d
- var axisHeight = options.fontMetrics().axisHeight;
-
- if (numShift - numerm.depth - (axisHeight + 0.5 * ruleWidth) < clearance) {
- numShift += clearance - (numShift - numerm.depth - (axisHeight + 0.5 * ruleWidth));
- }
-
- if (axisHeight - 0.5 * ruleWidth - (denomm.height - denomShift) < clearance) {
- denomShift += clearance - (axisHeight - 0.5 * ruleWidth - (denomm.height - denomShift));
- }
-
- var midShift = -(axisHeight - 0.5 * ruleWidth);
-
- frac = _buildCommon2.default.makeVList([{ type: "elem", elem: denomm, shift: denomShift }, { type: "elem", elem: rule, shift: midShift }, { type: "elem", elem: numerm, shift: -numShift }], "individualShift", null, options);
- }
-
- // Since we manually change the style sometimes (with \dfrac or \tfrac),
- // account for the possible size change here.
- newOptions = options.havingStyle(style);
- frac.height *= newOptions.sizeMultiplier / options.sizeMultiplier;
- frac.depth *= newOptions.sizeMultiplier / options.sizeMultiplier;
-
- // Rule 15e
- var delimSize = void 0;
- if (style.size === _Style2.default.DISPLAY.size) {
- delimSize = options.fontMetrics().delim1;
- } else {
- delimSize = options.fontMetrics().delim2;
- }
-
- var leftDelim = void 0;
- var rightDelim = void 0;
- if (group.value.leftDelim == null) {
- leftDelim = makeNullDelimiter(options, ["mopen"]);
- } else {
- leftDelim = _delimiter2.default.customSizedDelim(group.value.leftDelim, delimSize, true, options.havingStyle(style), group.mode, ["mopen"]);
- }
- if (group.value.rightDelim == null) {
- rightDelim = makeNullDelimiter(options, ["mclose"]);
- } else {
- rightDelim = _delimiter2.default.customSizedDelim(group.value.rightDelim, delimSize, true, options.havingStyle(style), group.mode, ["mclose"]);
- }
-
- return (0, _buildCommon.makeSpan)(["mord"].concat(newOptions.sizingClasses(options)), [leftDelim, (0, _buildCommon.makeSpan)(["mfrac"], [frac]), rightDelim], options);
- };
-
- groupTypes.array = function (group, options) {
- var r = void 0;
- var c = void 0;
- var nr = group.value.body.length;
- var nc = 0;
- var body = new Array(nr);
-
- // Horizontal spacing
- var pt = 1 / options.fontMetrics().ptPerEm;
- var arraycolsep = 5 * pt; // \arraycolsep in article.cls
-
- // Vertical spacing
- var baselineskip = 12 * pt; // see size10.clo
- // Default \jot from ltmath.dtx
- // TODO(edemaine): allow overriding \jot via \setlength (#687)
- var jot = 3 * pt;
- // Default \arraystretch from lttab.dtx
- // TODO(gagern): may get redefined once we have user-defined macros
- var arraystretch = _utils2.default.deflt(group.value.arraystretch, 1);
- var arrayskip = arraystretch * baselineskip;
- var arstrutHeight = 0.7 * arrayskip; // \strutbox in ltfsstrc.dtx and
- var arstrutDepth = 0.3 * arrayskip; // \@arstrutbox in lttab.dtx
-
- var totalHeight = 0;
- for (r = 0; r < group.value.body.length; ++r) {
- var inrow = group.value.body[r];
- var height = arstrutHeight; // \@array adds an \@arstrut
- var depth = arstrutDepth; // to each tow (via the template)
-
- if (nc < inrow.length) {
- nc = inrow.length;
- }
-
- var outrow = new Array(inrow.length);
- for (c = 0; c < inrow.length; ++c) {
- var elt = buildGroup(inrow[c], options);
- if (depth < elt.depth) {
- depth = elt.depth;
- }
- if (height < elt.height) {
- height = elt.height;
- }
- outrow[c] = elt;
- }
-
- var gap = 0;
- if (group.value.rowGaps[r]) {
- gap = _units2.default.calculateSize(group.value.rowGaps[r].value, options);
- if (gap > 0) {
- // \@argarraycr
- gap += arstrutDepth;
- if (depth < gap) {
- depth = gap; // \@xargarraycr
- }
- gap = 0;
- }
- }
- // In AMS multiline environments such as aligned and gathered, rows
- // correspond to lines that have additional \jot added to the
- // \baselineskip via \openup.
- if (group.value.addJot) {
- depth += jot;
- }
-
- outrow.height = height;
- outrow.depth = depth;
- totalHeight += height;
- outrow.pos = totalHeight;
- totalHeight += depth + gap; // \@yargarraycr
- body[r] = outrow;
- }
-
- var offset = totalHeight / 2 + options.fontMetrics().axisHeight;
- var colDescriptions = group.value.cols || [];
- var cols = [];
- var colSep = void 0;
- var colDescrNum = void 0;
- for (c = 0, colDescrNum = 0;
- // Continue while either there are more columns or more column
- // descriptions, so trailing separators don't get lost.
- c < nc || colDescrNum < colDescriptions.length; ++c, ++colDescrNum) {
-
- var colDescr = colDescriptions[colDescrNum] || {};
-
- var firstSeparator = true;
- while (colDescr.type === "separator") {
- // If there is more than one separator in a row, add a space
- // between them.
- if (!firstSeparator) {
- colSep = (0, _buildCommon.makeSpan)(["arraycolsep"], []);
- colSep.style.width = options.fontMetrics().doubleRuleSep + "em";
- cols.push(colSep);
- }
-
- if (colDescr.separator === "|") {
- var separator = (0, _buildCommon.makeSpan)(["vertical-separator"], []);
- separator.style.height = totalHeight + "em";
- separator.style.verticalAlign = -(totalHeight - offset) + "em";
-
- cols.push(separator);
- } else {
- throw new _ParseError2.default("Invalid separator type: " + colDescr.separator);
- }
-
- colDescrNum++;
- colDescr = colDescriptions[colDescrNum] || {};
- firstSeparator = false;
- }
-
- if (c >= nc) {
- continue;
- }
-
- var sepwidth = void 0;
- if (c > 0 || group.value.hskipBeforeAndAfter) {
- sepwidth = _utils2.default.deflt(colDescr.pregap, arraycolsep);
- if (sepwidth !== 0) {
- colSep = (0, _buildCommon.makeSpan)(["arraycolsep"], []);
- colSep.style.width = sepwidth + "em";
- cols.push(colSep);
- }
- }
-
- var col = [];
- for (r = 0; r < nr; ++r) {
- var row = body[r];
- var elem = row[c];
- if (!elem) {
- continue;
- }
- var shift = row.pos - offset;
- elem.depth = row.depth;
- elem.height = row.height;
- col.push({ type: "elem", elem: elem, shift: shift });
- }
-
- col = _buildCommon2.default.makeVList(col, "individualShift", null, options);
- col = (0, _buildCommon.makeSpan)(["col-align-" + (colDescr.align || "c")], [col]);
- cols.push(col);
-
- if (c < nc - 1 || group.value.hskipBeforeAndAfter) {
- sepwidth = _utils2.default.deflt(colDescr.postgap, arraycolsep);
- if (sepwidth !== 0) {
- colSep = (0, _buildCommon.makeSpan)(["arraycolsep"], []);
- colSep.style.width = sepwidth + "em";
- cols.push(colSep);
- }
- }
- }
- body = (0, _buildCommon.makeSpan)(["mtable"], cols);
- return (0, _buildCommon.makeSpan)(["mord"], [body], options);
- };
-
- groupTypes.spacing = function (group, options) {
- if (group.value === "\\ " || group.value === "\\space" || group.value === " " || group.value === "~") {
- // Spaces are generated by adding an actual space. Each of these
- // things has an entry in the symbols table, so these will be turned
- // into appropriate outputs.
- if (group.mode === "text") {
- return _buildCommon2.default.makeOrd(group, options, "textord");
- } else {
- return (0, _buildCommon.makeSpan)(["mspace"], [_buildCommon2.default.mathsym(group.value, group.mode, options)], options);
- }
- } else {
- // Other kinds of spaces are of arbitrary width. We use CSS to
- // generate these.
- return (0, _buildCommon.makeSpan)(["mspace", _buildCommon2.default.spacingFunctions[group.value].className], [], options);
- }
- };
-
- groupTypes.llap = function (group, options) {
- var inner = (0, _buildCommon.makeSpan)(["inner"], [buildGroup(group.value.body, options)]);
- var fix = (0, _buildCommon.makeSpan)(["fix"], []);
- return (0, _buildCommon.makeSpan)(["mord", "llap"], [inner, fix], options);
- };
-
- groupTypes.rlap = function (group, options) {
- var inner = (0, _buildCommon.makeSpan)(["inner"], [buildGroup(group.value.body, options)]);
- var fix = (0, _buildCommon.makeSpan)(["fix"], []);
- return (0, _buildCommon.makeSpan)(["mord", "rlap"], [inner, fix], options);
- };
-
- groupTypes.op = function (group, options) {
- // Operators are handled in the TeXbook pg. 443-444, rule 13(a).
- var supGroup = void 0;
- var subGroup = void 0;
- var hasLimits = false;
- if (group.type === "supsub") {
- // If we have limits, supsub will pass us its group to handle. Pull
- // out the superscript and subscript and set the group to the op in
- // its base.
- supGroup = group.value.sup;
- subGroup = group.value.sub;
- group = group.value.base;
- hasLimits = true;
- }
-
- var style = options.style;
-
- // Most operators have a large successor symbol, but these don't.
- var noSuccessor = ["\\smallint"];
-
- var large = false;
- if (style.size === _Style2.default.DISPLAY.size && group.value.symbol && !_utils2.default.contains(noSuccessor, group.value.body)) {
-
- // Most symbol operators get larger in displaystyle (rule 13)
- large = true;
- }
-
- var base = void 0;
- if (group.value.symbol) {
- // If this is a symbol, create the symbol.
- var fontName = large ? "Size2-Regular" : "Size1-Regular";
- base = _buildCommon2.default.makeSymbol(group.value.body, fontName, "math", options, ["mop", "op-symbol", large ? "large-op" : "small-op"]);
- } else if (group.value.value) {
- // If this is a list, compose that list.
- var inner = buildExpression(group.value.value, options, true);
- if (inner.length === 1 && inner[0] instanceof _domTree2.default.symbolNode) {
- base = inner[0];
- base.classes[0] = "mop"; // replace old mclass
- } else {
- base = (0, _buildCommon.makeSpan)(["mop"], inner, options);
- }
- } else {
- // Otherwise, this is a text operator. Build the text from the
- // operator's name.
- // TODO(emily): Add a space in the middle of some of these
- // operators, like \limsup
- var output = [];
- for (var i = 1; i < group.value.body.length; i++) {
- output.push(_buildCommon2.default.mathsym(group.value.body[i], group.mode));
- }
- base = (0, _buildCommon.makeSpan)(["mop"], output, options);
- }
-
- // If content of op is a single symbol, shift it vertically.
- var baseShift = 0;
- var slant = 0;
- if (base instanceof _domTree2.default.symbolNode) {
- // Shift the symbol so its center lies on the axis (rule 13). It
- // appears that our fonts have the centers of the symbols already
- // almost on the axis, so these numbers are very small. Note we
- // don't actually apply this here, but instead it is used either in
- // the vlist creation or separately when there are no limits.
- baseShift = (base.height - base.depth) / 2 - options.fontMetrics().axisHeight;
-
- // The slant of the symbol is just its italic correction.
- slant = base.italic;
- }
-
- if (hasLimits) {
- // IE 8 clips \int if it is in a display: inline-block. We wrap it
- // in a new span so it is an inline, and works.
- base = (0, _buildCommon.makeSpan)([], [base]);
-
- var supm = void 0;
- var supKern = void 0;
- var subm = void 0;
- var subKern = void 0;
- var newOptions = void 0;
- // We manually have to handle the superscripts and subscripts. This,
- // aside from the kern calculations, is copied from supsub.
- if (supGroup) {
- newOptions = options.havingStyle(style.sup());
- supm = buildGroup(supGroup, newOptions, options);
-
- supKern = Math.max(options.fontMetrics().bigOpSpacing1, options.fontMetrics().bigOpSpacing3 - supm.depth);
- }
-
- if (subGroup) {
- newOptions = options.havingStyle(style.sub());
- subm = buildGroup(subGroup, newOptions, options);
-
- subKern = Math.max(options.fontMetrics().bigOpSpacing2, options.fontMetrics().bigOpSpacing4 - subm.height);
- }
-
- // Build the final group as a vlist of the possible subscript, base,
- // and possible superscript.
- var finalGroup = void 0;
- var top = void 0;
- var bottom = void 0;
- if (!supGroup) {
- top = base.height - baseShift;
-
- // Shift the limits by the slant of the symbol. Note
- // that we are supposed to shift the limits by 1/2 of the slant,
- // but since we are centering the limits adding a full slant of
- // margin will shift by 1/2 that.
- finalGroup = _buildCommon2.default.makeVList([{ type: "kern", size: options.fontMetrics().bigOpSpacing5 }, { type: "elem", elem: subm, marginLeft: -slant + "em" }, { type: "kern", size: subKern }, { type: "elem", elem: base }], "top", top, options);
- } else if (!subGroup) {
- bottom = base.depth + baseShift;
-
- finalGroup = _buildCommon2.default.makeVList([{ type: "elem", elem: base }, { type: "kern", size: supKern }, { type: "elem", elem: supm, marginLeft: slant + "em" }, { type: "kern", size: options.fontMetrics().bigOpSpacing5 }], "bottom", bottom, options);
- } else if (!supGroup && !subGroup) {
- // This case probably shouldn't occur (this would mean the
- // supsub was sending us a group with no superscript or
- // subscript) but be safe.
- return base;
- } else {
- bottom = options.fontMetrics().bigOpSpacing5 + subm.height + subm.depth + subKern + base.depth + baseShift;
-
- finalGroup = _buildCommon2.default.makeVList([{ type: "kern", size: options.fontMetrics().bigOpSpacing5 }, { type: "elem", elem: subm, marginLeft: -slant + "em" }, { type: "kern", size: subKern }, { type: "elem", elem: base }, { type: "kern", size: supKern }, { type: "elem", elem: supm, marginLeft: slant + "em" }, { type: "kern", size: options.fontMetrics().bigOpSpacing5 }], "bottom", bottom, options);
- }
-
- return (0, _buildCommon.makeSpan)(["mop", "op-limits"], [finalGroup], options);
- } else {
- if (baseShift) {
- base.style.position = "relative";
- base.style.top = baseShift + "em";
- }
-
- return base;
- }
- };
-
- groupTypes.mod = function (group, options) {
- var inner = [];
-
- if (group.value.modType === "bmod") {
- // “\nonscript\mskip-\medmuskip\mkern5mu”
- if (!options.style.isTight()) {
- inner.push((0, _buildCommon.makeSpan)(["mspace", "negativemediumspace"], [], options));
- }
- inner.push((0, _buildCommon.makeSpan)(["mspace", "thickspace"], [], options));
- } else if (options.style.size === _Style2.default.DISPLAY.size) {
- inner.push((0, _buildCommon.makeSpan)(["mspace", "quad"], [], options));
- } else if (group.value.modType === "mod") {
- inner.push((0, _buildCommon.makeSpan)(["mspace", "twelvemuspace"], [], options));
- } else {
- inner.push((0, _buildCommon.makeSpan)(["mspace", "eightmuspace"], [], options));
- }
-
- if (group.value.modType === "pod" || group.value.modType === "pmod") {
- inner.push(_buildCommon2.default.mathsym("(", group.mode));
- }
-
- if (group.value.modType !== "pod") {
- var modInner = [_buildCommon2.default.mathsym("m", group.mode), _buildCommon2.default.mathsym("o", group.mode), _buildCommon2.default.mathsym("d", group.mode)];
- if (group.value.modType === "bmod") {
- inner.push((0, _buildCommon.makeSpan)(["mbin"], modInner, options));
- // “\mkern5mu\nonscript\mskip-\medmuskip”
- inner.push((0, _buildCommon.makeSpan)(["mspace", "thickspace"], [], options));
- if (!options.style.isTight()) {
- inner.push((0, _buildCommon.makeSpan)(["mspace", "negativemediumspace"], [], options));
- }
- } else {
- Array.prototype.push.apply(inner, modInner);
- inner.push((0, _buildCommon.makeSpan)(["mspace", "sixmuspace"], [], options));
- }
- }
-
- if (group.value.value) {
- Array.prototype.push.apply(inner, buildExpression(group.value.value, options, false));
- }
-
- if (group.value.modType === "pod" || group.value.modType === "pmod") {
- inner.push(_buildCommon2.default.mathsym(")", group.mode));
- }
-
- return _buildCommon2.default.makeFragment(inner);
- };
-
- groupTypes.katex = function (group, options) {
- // The KaTeX logo. The offsets for the K and a were chosen to look
- // good, but the offsets for the T, E, and X were taken from the
- // definition of \TeX in TeX (see TeXbook pg. 356)
- var k = (0, _buildCommon.makeSpan)(["k"], [_buildCommon2.default.mathsym("K", group.mode)], options);
- var a = (0, _buildCommon.makeSpan)(["a"], [_buildCommon2.default.mathsym("A", group.mode)], options);
-
- a.height = (a.height + 0.2) * 0.75;
- a.depth = (a.height - 0.2) * 0.75;
-
- var t = (0, _buildCommon.makeSpan)(["t"], [_buildCommon2.default.mathsym("T", group.mode)], options);
- var e = (0, _buildCommon.makeSpan)(["e"], [_buildCommon2.default.mathsym("E", group.mode)], options);
-
- e.height = e.height - 0.2155;
- e.depth = e.depth + 0.2155;
-
- var x = (0, _buildCommon.makeSpan)(["x"], [_buildCommon2.default.mathsym("X", group.mode)], options);
-
- return (0, _buildCommon.makeSpan)(["mord", "katex-logo"], [k, a, t, e, x], options);
- };
-
- var makeLineSpan = function makeLineSpan(className, options, thickness) {
- var line = (0, _buildCommon.makeSpan)([className], [], options);
- line.height = thickness || options.fontMetrics().defaultRuleThickness;
- line.style.borderBottomWidth = line.height + "em";
- line.maxFontSize = 1.0;
- return line;
- };
-
- groupTypes.overline = function (group, options) {
- // Overlines are handled in the TeXbook pg 443, Rule 9.
-
- // Build the inner group in the cramped style.
- var innerGroup = buildGroup(group.value.body, options.havingCrampedStyle());
-
- // Create the line above the body
- var line = makeLineSpan("overline-line", options);
-
- // Generate the vlist, with the appropriate kerns
- var vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: innerGroup }, { type: "kern", size: 3 * line.height }, { type: "elem", elem: line }, { type: "kern", size: line.height }], "firstBaseline", null, options);
-
- return (0, _buildCommon.makeSpan)(["mord", "overline"], [vlist], options);
- };
-
- groupTypes.underline = function (group, options) {
- // Underlines are handled in the TeXbook pg 443, Rule 10.
- // Build the inner group.
- var innerGroup = buildGroup(group.value.body, options);
-
- // Create the line above the body
- var line = makeLineSpan("underline-line", options);
-
- // Generate the vlist, with the appropriate kerns
- var vlist = _buildCommon2.default.makeVList([{ type: "kern", size: line.height }, { type: "elem", elem: line }, { type: "kern", size: 3 * line.height }, { type: "elem", elem: innerGroup }], "top", innerGroup.height, options);
-
- return (0, _buildCommon.makeSpan)(["mord", "underline"], [vlist], options);
- };
-
- groupTypes.sqrt = function (group, options) {
- // Square roots are handled in the TeXbook pg. 443, Rule 11.
-
- // First, we do the same steps as in overline to build the inner group
- // and line
- var inner = buildGroup(group.value.body, options.havingCrampedStyle());
-
- // Some groups can return document fragments. Handle those by wrapping
- // them in a span.
- if (inner instanceof _domTree2.default.documentFragment) {
- inner = (0, _buildCommon.makeSpan)([], [inner], options);
- }
-
- // Calculate the minimum size for the \surd delimiter
- var metrics = options.fontMetrics();
- var theta = metrics.defaultRuleThickness;
-
- var phi = theta;
- if (options.style.id < _Style2.default.TEXT.id) {
- phi = options.fontMetrics().xHeight;
- }
-
- // Calculate the clearance between the body and line
- var lineClearance = theta + phi / 4;
-
- var minDelimiterHeight = (inner.height + inner.depth + lineClearance + theta) * options.sizeMultiplier;
-
- // Create a sqrt SVG of the required minimum size
- var img = _delimiter2.default.customSizedDelim("\\surd", minDelimiterHeight, false, options, group.mode);
-
- // Calculate the actual line width.
- // This actually should depend on the chosen font -- e.g. \boldmath
- // should use the thicker surd symbols from e.g. KaTeX_Main-Bold, and
- // have thicker rules.
- var ruleWidth = options.fontMetrics().sqrtRuleThickness * img.sizeMultiplier;
-
- var delimDepth = img.height - ruleWidth;
-
- // Adjust the clearance based on the delimiter size
- if (delimDepth > inner.height + inner.depth + lineClearance) {
- lineClearance = (lineClearance + delimDepth - inner.height - inner.depth) / 2;
- }
-
- // Shift the sqrt image
- var imgShift = img.height - inner.height - lineClearance - ruleWidth;
-
- // We add a special case here, because even when `inner` is empty, we
- // still get a line. So, we use a simple heuristic to decide if we
- // should omit the body entirely. (note this doesn't work for something
- // like `\sqrt{\rlap{x}}`, but if someone is doing that they deserve for
- // it not to work.
- var body = void 0;
- if (inner.height === 0 && inner.depth === 0) {
- body = (0, _buildCommon.makeSpan)();
- } else {
- inner.style.paddingLeft = img.surdWidth + "em";
-
- // Overlay the image and the argument.
- body = _buildCommon2.default.makeVList([{ type: "elem", elem: inner }, { type: "kern", size: -(inner.height + imgShift) }, { type: "elem", elem: img }, { type: "kern", size: ruleWidth }], "firstBaseline", null, options);
- body.children[0].children[0].classes.push("svg-align");
- }
-
- if (!group.value.index) {
- return (0, _buildCommon.makeSpan)(["mord", "sqrt"], [body], options);
- } else {
- // Handle the optional root index
-
- // The index is always in scriptscript style
- var newOptions = options.havingStyle(_Style2.default.SCRIPTSCRIPT);
- var rootm = buildGroup(group.value.index, newOptions, options);
-
- // The amount the index is shifted by. This is taken from the TeX
- // source, in the definition of `\r@@t`.
- var toShift = 0.6 * (body.height - body.depth);
-
- // Build a VList with the superscript shifted up correctly
- var rootVList = _buildCommon2.default.makeVList([{ type: "elem", elem: rootm }], "shift", -toShift, options);
- // Add a class surrounding it so we can add on the appropriate
- // kerning
- var rootVListWrap = (0, _buildCommon.makeSpan)(["root"], [rootVList]);
-
- return (0, _buildCommon.makeSpan)(["mord", "sqrt"], [rootVListWrap, body], options);
- }
- };
-
- function sizingGroup(value, options, baseOptions) {
- var inner = buildExpression(value, options, false);
- var multiplier = options.sizeMultiplier / baseOptions.sizeMultiplier;
-
- // Add size-resetting classes to the inner list and set maxFontSize
- // manually. Handle nested size changes.
- for (var i = 0; i < inner.length; i++) {
- var pos = _utils2.default.indexOf(inner[i].classes, "sizing");
- if (pos < 0) {
- Array.prototype.push.apply(inner[i].classes, options.sizingClasses(baseOptions));
- } else if (inner[i].classes[pos + 1] === "reset-size" + options.size) {
- // This is a nested size change: e.g., inner[i] is the "b" in
- // `\Huge a \small b`. Override the old size (the `reset-` class)
- // but not the new size.
- inner[i].classes[pos + 1] = "reset-size" + baseOptions.size;
- }
-
- inner[i].height *= multiplier;
- inner[i].depth *= multiplier;
- }
-
- return _buildCommon2.default.makeFragment(inner);
- }
-
- groupTypes.sizing = function (group, options) {
- // Handle sizing operators like \Huge. Real TeX doesn't actually allow
- // these functions inside of math expressions, so we do some special
- // handling.
- var newOptions = options.havingSize(group.value.size);
- return sizingGroup(group.value.value, newOptions, options);
- };
-
- groupTypes.styling = function (group, options) {
- // Style changes are handled in the TeXbook on pg. 442, Rule 3.
-
- // Figure out what style we're changing to.
- var styleMap = {
- "display": _Style2.default.DISPLAY,
- "text": _Style2.default.TEXT,
- "script": _Style2.default.SCRIPT,
- "scriptscript": _Style2.default.SCRIPTSCRIPT
- };
-
- var newStyle = styleMap[group.value.style];
- var newOptions = options.havingStyle(newStyle);
- return sizingGroup(group.value.value, newOptions, options);
- };
-
- groupTypes.font = function (group, options) {
- var font = group.value.font;
- return buildGroup(group.value.body, options.withFont(font));
- };
-
- groupTypes.delimsizing = function (group, options) {
- var delim = group.value.value;
-
- if (delim === ".") {
- // Empty delimiters still count as elements, even though they don't
- // show anything.
- return (0, _buildCommon.makeSpan)([group.value.mclass]);
- }
-
- // Use delimiter.sizedDelim to generate the delimiter.
- return _delimiter2.default.sizedDelim(delim, group.value.size, options, group.mode, [group.value.mclass]);
- };
-
- groupTypes.leftright = function (group, options) {
- // Build the inner expression
- var inner = buildExpression(group.value.body, options, true);
-
- var innerHeight = 0;
- var innerDepth = 0;
- var hadMiddle = false;
-
- // Calculate its height and depth
- for (var i = 0; i < inner.length; i++) {
- if (inner[i].isMiddle) {
- hadMiddle = true;
- } else {
- innerHeight = Math.max(inner[i].height, innerHeight);
- innerDepth = Math.max(inner[i].depth, innerDepth);
- }
- }
-
- // The size of delimiters is the same, regardless of what style we are
- // in. Thus, to correctly calculate the size of delimiter we need around
- // a group, we scale down the inner size based on the size.
- innerHeight *= options.sizeMultiplier;
- innerDepth *= options.sizeMultiplier;
-
- var leftDelim = void 0;
- if (group.value.left === ".") {
- // Empty delimiters in \left and \right make null delimiter spaces.
- leftDelim = makeNullDelimiter(options, ["mopen"]);
- } else {
- // Otherwise, use leftRightDelim to generate the correct sized
- // delimiter.
- leftDelim = _delimiter2.default.leftRightDelim(group.value.left, innerHeight, innerDepth, options, group.mode, ["mopen"]);
- }
- // Add it to the beginning of the expression
- inner.unshift(leftDelim);
-
- // Handle middle delimiters
- if (hadMiddle) {
- for (var _i4 = 1; _i4 < inner.length; _i4++) {
- var middleDelim = inner[_i4];
- if (middleDelim.isMiddle) {
- // Apply the options that were active when \middle was called
- inner[_i4] = _delimiter2.default.leftRightDelim(middleDelim.isMiddle.value, innerHeight, innerDepth, middleDelim.isMiddle.options, group.mode, []);
- // Add back spaces shifted into the delimiter
- var spaces = spliceSpaces(middleDelim.children, 0);
- if (spaces) {
- _buildCommon2.default.prependChildren(inner[_i4], spaces);
- }
- }
- }
- }
-
- var rightDelim = void 0;
- // Same for the right delimiter
- if (group.value.right === ".") {
- rightDelim = makeNullDelimiter(options, ["mclose"]);
- } else {
- rightDelim = _delimiter2.default.leftRightDelim(group.value.right, innerHeight, innerDepth, options, group.mode, ["mclose"]);
- }
- // Add it to the end of the expression.
- inner.push(rightDelim);
-
- return (0, _buildCommon.makeSpan)(["minner"], inner, options);
- };
-
- groupTypes.middle = function (group, options) {
- var middleDelim = void 0;
- if (group.value.value === ".") {
- middleDelim = makeNullDelimiter(options, []);
- } else {
- middleDelim = _delimiter2.default.sizedDelim(group.value.value, 1, options, group.mode, []);
- middleDelim.isMiddle = { value: group.value.value, options: options };
- }
- return middleDelim;
- };
-
- groupTypes.rule = function (group, options) {
- // Make an empty span for the rule
- var rule = (0, _buildCommon.makeSpan)(["mord", "rule"], [], options);
-
- // Calculate the shift, width, and height of the rule, and account for units
- var shift = 0;
- if (group.value.shift) {
- shift = _units2.default.calculateSize(group.value.shift, options);
- }
-
- var width = _units2.default.calculateSize(group.value.width, options);
- var height = _units2.default.calculateSize(group.value.height, options);
-
- // Style the rule to the right size
- rule.style.borderRightWidth = width + "em";
- rule.style.borderTopWidth = height + "em";
- rule.style.bottom = shift + "em";
-
- // Record the height and width
- rule.width = width;
- rule.height = height + shift;
- rule.depth = -shift;
- // Font size is the number large enough that the browser will
- // reserve at least `absHeight` space above the baseline.
- // The 1.125 factor was empirically determined
- rule.maxFontSize = height * 1.125 * options.sizeMultiplier;
-
- return rule;
- };
-
- groupTypes.kern = function (group, options) {
- // Make an empty span for the rule
- var rule = (0, _buildCommon.makeSpan)(["mord", "rule"], [], options);
-
- if (group.value.dimension) {
- var dimension = _units2.default.calculateSize(group.value.dimension, options);
- rule.style.marginLeft = dimension + "em";
- }
-
- return rule;
- };
-
- groupTypes.accent = function (group, options) {
- // Accents are handled in the TeXbook pg. 443, rule 12.
- var base = group.value.base;
-
- var supsubGroup = void 0;
- if (group.type === "supsub") {
- // If our base is a character box, and we have superscripts and
- // subscripts, the supsub will defer to us. In particular, we want
- // to attach the superscripts and subscripts to the inner body (so
- // that the position of the superscripts and subscripts won't be
- // affected by the height of the accent). We accomplish this by
- // sticking the base of the accent into the base of the supsub, and
- // rendering that, while keeping track of where the accent is.
-
- // The supsub group is the group that was passed in
- var supsub = group;
- // The real accent group is the base of the supsub group
- group = supsub.value.base;
- // The character box is the base of the accent group
- base = group.value.base;
- // Stick the character box into the base of the supsub group
- supsub.value.base = base;
-
- // Rerender the supsub group with its new base, and store that
- // result.
- supsubGroup = buildGroup(supsub, options);
- }
-
- // Build the base group
- var body = buildGroup(base, options.havingCrampedStyle());
-
- // Does the accent need to shift for the skew of a character?
- var mustShift = group.value.isShifty && isCharacterBox(base);
-
- // Calculate the skew of the accent. This is based on the line "If the
- // nucleus is not a single character, let s = 0; otherwise set s to the
- // kern amount for the nucleus followed by the \skewchar of its font."
- // Note that our skew metrics are just the kern between each character
- // and the skewchar.
- var skew = 0;
- if (mustShift) {
- // If the base is a character box, then we want the skew of the
- // innermost character. To do that, we find the innermost character:
- var baseChar = getBaseElem(base);
- // Then, we render its group to get the symbol inside it
- var baseGroup = buildGroup(baseChar, options.havingCrampedStyle());
- // Finally, we pull the skew off of the symbol.
- skew = baseGroup.skew;
- // Note that we now throw away baseGroup, because the layers we
- // removed with getBaseElem might contain things like \color which
- // we can't get rid of.
- // TODO(emily): Find a better way to get the skew
- }
-
- // calculate the amount of space between the body and the accent
- var clearance = Math.min(body.height, options.fontMetrics().xHeight);
-
- // Build the accent
- var accentBody = void 0;
- if (!group.value.isStretchy) {
- var accent = _buildCommon2.default.makeSymbol(group.value.label, "Main-Regular", group.mode, options);
- // Remove the italic correction of the accent, because it only serves to
- // shift the accent over to a place we don't want.
- accent.italic = 0;
-
- // The \vec character that the fonts use is a combining character, and
- // thus shows up much too far to the left. To account for this, we add a
- // specific class which shifts the accent over to where we want it.
- // TODO(emily): Fix this in a better way, like by changing the font
- // Similarly, text accent \H is a combining character and
- // requires a different adjustment.
- var accentClass = null;
- if (group.value.label === "\\vec") {
- accentClass = "accent-vec";
- } else if (group.value.label === '\\H') {
- accentClass = "accent-hungarian";
- }
-
- accentBody = (0, _buildCommon.makeSpan)([], [accent]);
- accentBody = (0, _buildCommon.makeSpan)(["accent-body", accentClass], [accentBody]);
-
- // Shift the accent over by the skew. Note we shift by twice the skew
- // because we are centering the accent, so by adding 2*skew to the left,
- // we shift it to the right by 1*skew.
- accentBody.style.marginLeft = 2 * skew + "em";
-
- accentBody = _buildCommon2.default.makeVList([{ type: "elem", elem: body }, { type: "kern", size: -clearance }, { type: "elem", elem: accentBody }], "firstBaseline", null, options);
- } else {
- accentBody = _stretchy2.default.svgSpan(group, options);
-
- accentBody = _buildCommon2.default.makeVList([{ type: "elem", elem: body }, { type: "elem", elem: accentBody }], "firstBaseline", null, options);
-
- var styleSpan = accentBody.children[0].children[0].children[1];
- styleSpan.classes.push("svg-align"); // text-align: left;
- if (skew > 0) {
- // Shorten the accent and nudge it to the right.
- styleSpan.style.width = "calc(100% - " + 2 * skew + "em)";
- styleSpan.style.marginLeft = 2 * skew + "em";
- }
- }
-
- var accentWrap = (0, _buildCommon.makeSpan)(["mord", "accent"], [accentBody], options);
-
- if (supsubGroup) {
- // Here, we replace the "base" child of the supsub with our newly
- // generated accent.
- supsubGroup.children[0] = accentWrap;
-
- // Since we don't rerun the height calculation after replacing the
- // accent, we manually recalculate height.
- supsubGroup.height = Math.max(accentWrap.height, supsubGroup.height);
-
- // Accents should always be ords, even when their innards are not.
- supsubGroup.classes[0] = "mord";
-
- return supsubGroup;
- } else {
- return accentWrap;
- }
- };
-
- groupTypes.horizBrace = function (group, options) {
- var style = options.style;
-
- var hasSupSub = group.type === "supsub";
- var supSubGroup = void 0;
- var newOptions = void 0;
- if (hasSupSub) {
- // Ref: LaTeX source2e: }}}}\limits}
- // i.e. LaTeX treats the brace similar to an op and passes it
- // with \limits, so we need to assign supsub style.
- if (group.value.sup) {
- newOptions = options.havingStyle(style.sup());
- supSubGroup = buildGroup(group.value.sup, newOptions, options);
- } else {
- newOptions = options.havingStyle(style.sub());
- supSubGroup = buildGroup(group.value.sub, newOptions, options);
- }
- group = group.value.base;
- }
-
- // Build the base group
- var body = buildGroup(group.value.base, options.havingBaseStyle(_Style2.default.DISPLAY));
-
- // Create the stretchy element
- var braceBody = _stretchy2.default.svgSpan(group, options);
-
- // Generate the vlist, with the appropriate kerns ┏━━━━━━━━┓
- // This first vlist contains the subject matter and the brace: equation
- var vlist = void 0;
- if (group.value.isOver) {
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: body }, { type: "kern", size: 0.1 }, { type: "elem", elem: braceBody }], "firstBaseline", null, options);
- vlist.children[0].children[0].children[1].classes.push("svg-align");
- } else {
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: braceBody }, { type: "kern", size: 0.1 }, { type: "elem", elem: body }], "bottom", body.depth + 0.1 + braceBody.height, options);
- vlist.children[0].children[0].children[0].classes.push("svg-align");
- }
-
- if (hasSupSub) {
- // In order to write the supsub, wrap the first vlist in another vlist:
- // They can't all go in the same vlist, because the note might be wider
- // than the equation. We want the equation to control the brace width.
-
- // note long note long note
- // ┏━━━━━━━━┓ or ┏━━━┓ not ┏━━━━━━━━━┓
- // equation eqn eqn
-
- var vSpan = (0, _buildCommon.makeSpan)(["mord", group.value.isOver ? "mover" : "munder"], [vlist], options);
-
- if (group.value.isOver) {
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: vSpan }, { type: "kern", size: 0.2 }, { type: "elem", elem: supSubGroup }], "firstBaseline", null, options);
- } else {
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: supSubGroup }, { type: "kern", size: 0.2 }, { type: "elem", elem: vSpan }], "bottom", vSpan.depth + 0.2 + supSubGroup.height, options);
- }
- }
-
- return (0, _buildCommon.makeSpan)(["mord", group.value.isOver ? "mover" : "munder"], [vlist], options);
- };
-
- groupTypes.accentUnder = function (group, options) {
- // Treat under accents much like underlines.
- var innerGroup = buildGroup(group.value.body, options);
-
- var accentBody = _stretchy2.default.svgSpan(group, options);
- var kern = /tilde/.test(group.value.label) ? 0.12 : 0;
-
- // Generate the vlist, with the appropriate kerns
- var vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: accentBody }, { type: "kern", size: kern }, { type: "elem", elem: innerGroup }], "bottom", accentBody.height + kern, options);
-
- vlist.children[0].children[0].children[0].classes.push("svg-align");
-
- return (0, _buildCommon.makeSpan)(["mord", "accentunder"], [vlist], options);
- };
-
- groupTypes.enclose = function (group, options) {
- // \cancel, \bcancel, \xcancel, \sout, \fbox
- var inner = buildGroup(group.value.body, options);
-
- var label = group.value.label.substr(1);
- var scale = options.sizeMultiplier;
- var img = void 0;
- var pad = 0;
- var imgShift = 0;
-
- if (label === "sout") {
- img = (0, _buildCommon.makeSpan)(["stretchy", "sout"]);
- img.height = options.fontMetrics().defaultRuleThickness / scale;
- imgShift = -0.5 * options.fontMetrics().xHeight;
- } else {
- // Add horizontal padding
- inner.classes.push(label === "fbox" ? "boxpad" : "cancel-pad");
-
- // Add vertical padding
- var isCharBox = isCharacterBox(group.value.body);
- // ref: LaTeX source2e: \fboxsep = 3pt; \fboxrule = .4pt
- // ref: cancel package: \advance\totalheight2\p@ % "+2"
- pad = label === "fbox" ? 0.34 : isCharBox ? 0.2 : 0;
- imgShift = inner.depth + pad;
-
- img = _stretchy2.default.encloseSpan(inner, label, pad, options);
- }
-
- var vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: inner, shift: 0 }, { type: "elem", elem: img, shift: imgShift }], "individualShift", null, options);
-
- if (label !== "fbox") {
- vlist.children[0].children[0].children[1].classes.push("svg-align");
- }
-
- if (/cancel/.test(label)) {
- // cancel does not create horiz space for its line extension.
- // That is, not when adjacent to a mord.
- return (0, _buildCommon.makeSpan)(["mord", "cancel-lap"], [vlist], options);
- } else {
- return (0, _buildCommon.makeSpan)(["mord"], [vlist], options);
- }
- };
-
- groupTypes.xArrow = function (group, options) {
- var style = options.style;
-
- // Build the argument groups in the appropriate style.
- // Ref: amsmath.dtx: \hbox{$\scriptstyle\mkern#3mu{#6}\mkern#4mu$}%
-
- var newOptions = options.havingStyle(style.sup());
- var upperGroup = buildGroup(group.value.body, newOptions, options);
- upperGroup.classes.push("x-arrow-pad");
-
- var lowerGroup = void 0;
- if (group.value.below) {
- // Build the lower group
- newOptions = options.havingStyle(style.sub());
- lowerGroup = buildGroup(group.value.below, newOptions, options);
- lowerGroup.classes.push("x-arrow-pad");
- }
-
- var arrowBody = _stretchy2.default.svgSpan(group, options);
-
- var arrowShift = -options.fontMetrics().axisHeight + arrowBody.depth;
- var upperShift = -options.fontMetrics().axisHeight - arrowBody.height - 0.111; // 2 mu. Ref: amsmath.dtx: #7\if0#2\else\mkern#2mu\fi
-
- // Generate the vlist
- var vlist = void 0;
- if (group.value.below) {
- var lowerShift = -options.fontMetrics().axisHeight + lowerGroup.height + arrowBody.height + 0.111;
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: upperGroup, shift: upperShift }, { type: "elem", elem: arrowBody, shift: arrowShift }, { type: "elem", elem: lowerGroup, shift: lowerShift }], "individualShift", null, options);
- } else {
- vlist = _buildCommon2.default.makeVList([{ type: "elem", elem: upperGroup, shift: upperShift }, { type: "elem", elem: arrowBody, shift: arrowShift }], "individualShift", null, options);
- }
-
- vlist.children[0].children[0].children[1].classes.push("svg-align");
-
- return (0, _buildCommon.makeSpan)(["mrel", "x-arrow"], [vlist], options);
- };
-
- groupTypes.phantom = function (group, options) {
- var elements = buildExpression(group.value.value, options.withPhantom(), false);
-
- // \phantom isn't supposed to affect the elements it contains.
- // See "color" for more details.
- return new _buildCommon2.default.makeFragment(elements);
- };
-
- groupTypes.mclass = function (group, options) {
- var elements = buildExpression(group.value.value, options, true);
-
- return (0, _buildCommon.makeSpan)([group.value.mclass], elements, options);
- };
-
- /**
- * buildGroup is the function that takes a group and calls the correct groupType
- * function for it. It also handles the interaction of size and style changes
- * between parents and children.
- */
- var buildGroup = function buildGroup(group, options, baseOptions) {
- if (!group) {
- return (0, _buildCommon.makeSpan)();
- }
-
- if (groupTypes[group.type]) {
- // Call the groupTypes function
- var groupNode = groupTypes[group.type](group, options);
-
- // If the size changed between the parent and the current group, account
- // for that size difference.
- if (baseOptions && options.size !== baseOptions.size) {
- groupNode = (0, _buildCommon.makeSpan)(options.sizingClasses(baseOptions), [groupNode], options);
-
- var multiplier = options.sizeMultiplier / baseOptions.sizeMultiplier;
-
- groupNode.height *= multiplier;
- groupNode.depth *= multiplier;
- }
-
- return groupNode;
- } else {
- throw new _ParseError2.default("Got group of unknown type: '" + group.type + "'");
- }
- };
-
- /**
- * Take an entire parse tree, and build it into an appropriate set of HTML
- * nodes.
- */
- var buildHTML = function buildHTML(tree, options) {
- // buildExpression is destructive, so we need to make a clone
- // of the incoming tree so that it isn't accidentally changed
- tree = JSON.parse((0, _stringify2.default)(tree));
-
- // Build the expression contained in the tree
- var expression = buildExpression(tree, options, true);
- var body = (0, _buildCommon.makeSpan)(["base"], expression, options);
-
- // Add struts, which ensure that the top of the HTML element falls at the
- // height of the expression, and the bottom of the HTML element falls at the
- // depth of the expression.
- var topStrut = (0, _buildCommon.makeSpan)(["strut"]);
- var bottomStrut = (0, _buildCommon.makeSpan)(["strut", "bottom"]);
-
- topStrut.style.height = body.height + "em";
- bottomStrut.style.height = body.height + body.depth + "em";
- // We'd like to use `vertical-align: top` but in IE 9 this lowers the
- // baseline of the box to the bottom of this strut (instead staying in the
- // normal place) so we use an absolute value for vertical-align instead
- bottomStrut.style.verticalAlign = -body.depth + "em";
-
- // Wrap the struts and body together
- var htmlNode = (0, _buildCommon.makeSpan)(["katex-html"], [topStrut, bottomStrut, body]);
-
- htmlNode.setAttribute("aria-hidden", "true");
-
- return htmlNode;
- };
-
- module.exports = buildHTML;
-
- },{"./ParseError":29,"./Style":33,"./buildCommon":34,"./delimiter":38,"./domTree":39,"./stretchy":47,"./units":50,"./utils":51,"babel-runtime/core-js/json/stringify":2}],36:[function(require,module,exports){
-
- var _buildCommon = require("./buildCommon");
-
- var _buildCommon2 = _interopRequireDefault(_buildCommon);
-
- var _fontMetrics = require("./fontMetrics");
-
- var _fontMetrics2 = _interopRequireDefault(_fontMetrics);
-
- var _mathMLTree = require("./mathMLTree");
-
- var _mathMLTree2 = _interopRequireDefault(_mathMLTree);
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- var _Style = require("./Style");
-
- var _Style2 = _interopRequireDefault(_Style);
-
- var _symbols = require("./symbols");
-
- var _symbols2 = _interopRequireDefault(_symbols);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- var _stretchy = require("./stretchy");
-
- var _stretchy2 = _interopRequireDefault(_stretchy);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * Takes a symbol and converts it into a MathML text node after performing
- * optional replacement from symbols.js.
- */
- /**
- * This file converts a parse tree into a cooresponding MathML tree. The main
- * entry point is the `buildMathML` function, which takes a parse tree from the
- * parser.
- */
-
- var makeText = function makeText(text, mode) {
- if (_symbols2.default[mode][text] && _symbols2.default[mode][text].replace) {
- text = _symbols2.default[mode][text].replace;
- }
-
- return new _mathMLTree2.default.TextNode(text);
- };
-
- /**
- * Returns the math variant as a string or null if none is required.
- */
- var getVariant = function getVariant(group, options) {
- var font = options.font;
- if (!font) {
- return null;
- }
-
- var mode = group.mode;
- if (font === "mathit") {
- return "italic";
- }
-
- var value = group.value;
- if (_utils2.default.contains(["\\imath", "\\jmath"], value)) {
- return null;
- }
-
- if (_symbols2.default[mode][value] && _symbols2.default[mode][value].replace) {
- value = _symbols2.default[mode][value].replace;
- }
-
- var fontName = _buildCommon.fontMap[font].fontName;
- if (_fontMetrics2.default.getCharacterMetrics(value, fontName)) {
- return _buildCommon.fontMap[options.font].variant;
- }
-
- return null;
- };
-
- /**
- * Functions for handling the different types of groups found in the parse
- * tree. Each function should take a parse group and return a MathML node.
- */
- var groupTypes = {};
-
- var defaultVariant = {
- "mi": "italic",
- "mn": "normal",
- "mtext": "normal"
- };
-
- groupTypes.mathord = function (group, options) {
- var node = new _mathMLTree2.default.MathNode("mi", [makeText(group.value, group.mode)]);
-
- var variant = getVariant(group, options) || "italic";
- if (variant !== defaultVariant[node.type]) {
- node.setAttribute("mathvariant", variant);
- }
- return node;
- };
-
- groupTypes.textord = function (group, options) {
- var text = makeText(group.value, group.mode);
-
- var variant = getVariant(group, options) || "normal";
-
- var node = void 0;
- if (group.mode === 'text') {
- node = new _mathMLTree2.default.MathNode("mtext", [text]);
- } else if (/[0-9]/.test(group.value)) {
- // TODO(kevinb) merge adjacent nodes
- // do it as a post processing step
- node = new _mathMLTree2.default.MathNode("mn", [text]);
- } else if (group.value === "\\prime") {
- node = new _mathMLTree2.default.MathNode("mo", [text]);
- } else {
- node = new _mathMLTree2.default.MathNode("mi", [text]);
- }
- if (variant !== defaultVariant[node.type]) {
- node.setAttribute("mathvariant", variant);
- }
-
- return node;
- };
-
- groupTypes.bin = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- return node;
- };
-
- groupTypes.rel = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- return node;
- };
-
- groupTypes.open = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- return node;
- };
-
- groupTypes.close = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- return node;
- };
-
- groupTypes.inner = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- return node;
- };
-
- groupTypes.punct = function (group) {
- var node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value, group.mode)]);
-
- node.setAttribute("separator", "true");
-
- return node;
- };
-
- groupTypes.ordgroup = function (group, options) {
- var inner = buildExpression(group.value, options);
-
- var node = new _mathMLTree2.default.MathNode("mrow", inner);
-
- return node;
- };
-
- groupTypes.text = function (group, options) {
- var body = group.value.body;
-
- // Convert each element of the body into MathML, and combine consecutive
- // outputs into a single tag. In this way, we don't
- // nest non-text items (e.g., $nested-math$) within an .
- var inner = [];
- var currentText = null;
- for (var i = 0; i < body.length; i++) {
- var _group = buildGroup(body[i], options);
- if (_group.type === 'mtext' && currentText != null) {
- Array.prototype.push.apply(currentText.children, _group.children);
- } else {
- inner.push(_group);
- if (_group.type === 'mtext') {
- currentText = _group;
- }
- }
- }
-
- // If there is a single tag in the end (presumably ),
- // just return it. Otherwise, wrap them in an .
- if (inner.length === 1) {
- return inner[0];
- } else {
- return new _mathMLTree2.default.MathNode("mrow", inner);
- }
- };
-
- groupTypes.color = function (group, options) {
- var inner = buildExpression(group.value.value, options);
-
- var node = new _mathMLTree2.default.MathNode("mstyle", inner);
-
- node.setAttribute("mathcolor", group.value.color);
-
- return node;
- };
-
- groupTypes.supsub = function (group, options) {
- // Is the inner group a relevant horizonal brace?
- var isBrace = false;
- var isOver = void 0;
- var isSup = void 0;
- if (group.value.base) {
- if (group.value.base.value.type === "horizBrace") {
- isSup = group.value.sup ? true : false;
- if (isSup === group.value.base.value.isOver) {
- isBrace = true;
- isOver = group.value.base.value.isOver;
- }
- }
- }
-
- var removeUnnecessaryRow = true;
- var children = [buildGroup(group.value.base, options, removeUnnecessaryRow)];
-
- if (group.value.sub) {
- children.push(buildGroup(group.value.sub, options, removeUnnecessaryRow));
- }
-
- if (group.value.sup) {
- children.push(buildGroup(group.value.sup, options, removeUnnecessaryRow));
- }
-
- var nodeType = void 0;
- if (isBrace) {
- nodeType = isOver ? "mover" : "munder";
- } else if (!group.value.sub) {
- nodeType = "msup";
- } else if (!group.value.sup) {
- nodeType = "msub";
- } else {
- var base = group.value.base;
- if (base && base.value.limits && options.style === _Style2.default.DISPLAY) {
- nodeType = "munderover";
- } else {
- nodeType = "msubsup";
- }
- }
-
- var node = new _mathMLTree2.default.MathNode(nodeType, children);
-
- return node;
- };
-
- groupTypes.genfrac = function (group, options) {
- var node = new _mathMLTree2.default.MathNode("mfrac", [buildGroup(group.value.numer, options), buildGroup(group.value.denom, options)]);
-
- if (!group.value.hasBarLine) {
- node.setAttribute("linethickness", "0px");
- }
-
- if (group.value.leftDelim != null || group.value.rightDelim != null) {
- var withDelims = [];
-
- if (group.value.leftDelim != null) {
- var leftOp = new _mathMLTree2.default.MathNode("mo", [new _mathMLTree2.default.TextNode(group.value.leftDelim)]);
-
- leftOp.setAttribute("fence", "true");
-
- withDelims.push(leftOp);
- }
-
- withDelims.push(node);
-
- if (group.value.rightDelim != null) {
- var rightOp = new _mathMLTree2.default.MathNode("mo", [new _mathMLTree2.default.TextNode(group.value.rightDelim)]);
-
- rightOp.setAttribute("fence", "true");
-
- withDelims.push(rightOp);
- }
-
- var outerNode = new _mathMLTree2.default.MathNode("mrow", withDelims);
-
- return outerNode;
- }
-
- return node;
- };
-
- groupTypes.array = function (group, options) {
- return new _mathMLTree2.default.MathNode("mtable", group.value.body.map(function (row) {
- return new _mathMLTree2.default.MathNode("mtr", row.map(function (cell) {
- return new _mathMLTree2.default.MathNode("mtd", [buildGroup(cell, options)]);
- }));
- }));
- };
-
- groupTypes.sqrt = function (group, options) {
- var node = void 0;
- if (group.value.index) {
- node = new _mathMLTree2.default.MathNode("mroot", [buildGroup(group.value.body, options), buildGroup(group.value.index, options)]);
- } else {
- node = new _mathMLTree2.default.MathNode("msqrt", [buildGroup(group.value.body, options)]);
- }
-
- return node;
- };
-
- groupTypes.leftright = function (group, options) {
- var inner = buildExpression(group.value.body, options);
-
- if (group.value.left !== ".") {
- var leftNode = new _mathMLTree2.default.MathNode("mo", [makeText(group.value.left, group.mode)]);
-
- leftNode.setAttribute("fence", "true");
-
- inner.unshift(leftNode);
- }
-
- if (group.value.right !== ".") {
- var rightNode = new _mathMLTree2.default.MathNode("mo", [makeText(group.value.right, group.mode)]);
-
- rightNode.setAttribute("fence", "true");
-
- inner.push(rightNode);
- }
-
- var outerNode = new _mathMLTree2.default.MathNode("mrow", inner);
-
- return outerNode;
- };
-
- groupTypes.middle = function (group, options) {
- var middleNode = new _mathMLTree2.default.MathNode("mo", [makeText(group.value.middle, group.mode)]);
- middleNode.setAttribute("fence", "true");
- return middleNode;
- };
-
- groupTypes.accent = function (group, options) {
- var accentNode = void 0;
- if (group.value.isStretchy) {
- accentNode = _stretchy2.default.mathMLnode(group.value.label);
- } else {
- accentNode = new _mathMLTree2.default.MathNode("mo", [makeText(group.value.label, group.mode)]);
- }
-
- var node = new _mathMLTree2.default.MathNode("mover", [buildGroup(group.value.base, options), accentNode]);
-
- node.setAttribute("accent", "true");
-
- return node;
- };
-
- groupTypes.spacing = function (group) {
- var node = void 0;
-
- if (group.value === "\\ " || group.value === "\\space" || group.value === " " || group.value === "~") {
- node = new _mathMLTree2.default.MathNode("mtext", [new _mathMLTree2.default.TextNode("\xA0")]);
- } else {
- node = new _mathMLTree2.default.MathNode("mspace");
-
- node.setAttribute("width", _buildCommon2.default.spacingFunctions[group.value].size);
- }
-
- return node;
- };
-
- groupTypes.op = function (group, options) {
- var node = void 0;
-
- // TODO(emily): handle big operators using the `largeop` attribute
-
- if (group.value.symbol) {
- // This is a symbol. Just add the symbol.
- node = new _mathMLTree2.default.MathNode("mo", [makeText(group.value.body, group.mode)]);
- } else if (group.value.value) {
- // This is an operator with children. Add them.
- node = new _mathMLTree2.default.MathNode("mo", buildExpression(group.value.value, options));
- } else {
- // This is a text operator. Add all of the characters from the
- // operator's name.
- // TODO(emily): Add a space in the middle of some of these
- // operators, like \limsup.
- node = new _mathMLTree2.default.MathNode("mi", [new _mathMLTree2.default.TextNode(group.value.body.slice(1))]);
- }
-
- return node;
- };
-
- groupTypes.mod = function (group, options) {
- var inner = [];
-
- if (group.value.modType === "pod" || group.value.modType === "pmod") {
- inner.push(new _mathMLTree2.default.MathNode("mo", [makeText("(", group.mode)]));
- }
- if (group.value.modType !== "pod") {
- inner.push(new _mathMLTree2.default.MathNode("mo", [makeText("mod", group.mode)]));
- }
- if (group.value.value) {
- var space = new _mathMLTree2.default.MathNode("mspace");
- space.setAttribute("width", "0.333333em");
- inner.push(space);
- inner = inner.concat(buildExpression(group.value.value, options));
- }
- if (group.value.modType === "pod" || group.value.modType === "pmod") {
- inner.push(new _mathMLTree2.default.MathNode("mo", [makeText(")", group.mode)]));
- }
-
- return new _mathMLTree2.default.MathNode("mo", inner);
- };
-
- groupTypes.katex = function (group) {
- var node = new _mathMLTree2.default.MathNode("mtext", [new _mathMLTree2.default.TextNode("KaTeX")]);
-
- return node;
- };
-
- groupTypes.font = function (group, options) {
- var font = group.value.font;
- return buildGroup(group.value.body, options.withFont(font));
- };
-
- groupTypes.delimsizing = function (group) {
- var children = [];
-
- if (group.value.value !== ".") {
- children.push(makeText(group.value.value, group.mode));
- }
-
- var node = new _mathMLTree2.default.MathNode("mo", children);
-
- if (group.value.mclass === "mopen" || group.value.mclass === "mclose") {
- // Only some of the delimsizing functions act as fences, and they
- // return "mopen" or "mclose" mclass.
- node.setAttribute("fence", "true");
- } else {
- // Explicitly disable fencing if it's not a fence, to override the
- // defaults.
- node.setAttribute("fence", "false");
- }
-
- return node;
- };
-
- groupTypes.styling = function (group, options) {
- // Figure out what style we're changing to.
- // TODO(kevinb): dedupe this with buildHTML.js
- // This will be easier of handling of styling nodes is in the same file.
- var styleMap = {
- "display": _Style2.default.DISPLAY,
- "text": _Style2.default.TEXT,
- "script": _Style2.default.SCRIPT,
- "scriptscript": _Style2.default.SCRIPTSCRIPT
- };
-
- var newStyle = styleMap[group.value.style];
- var newOptions = options.havingStyle(newStyle);
-
- var inner = buildExpression(group.value.value, newOptions);
-
- var node = new _mathMLTree2.default.MathNode("mstyle", inner);
-
- var styleAttributes = {
- "display": ["0", "true"],
- "text": ["0", "false"],
- "script": ["1", "false"],
- "scriptscript": ["2", "false"]
- };
-
- var attr = styleAttributes[group.value.style];
-
- node.setAttribute("scriptlevel", attr[0]);
- node.setAttribute("displaystyle", attr[1]);
-
- return node;
- };
-
- groupTypes.sizing = function (group, options) {
- var newOptions = options.havingSize(group.value.size);
- var inner = buildExpression(group.value.value, newOptions);
-
- var node = new _mathMLTree2.default.MathNode("mstyle", inner);
-
- // TODO(emily): This doesn't produce the correct size for nested size
- // changes, because we don't keep state of what style we're currently
- // in, so we can't reset the size to normal before changing it. Now
- // that we're passing an options parameter we should be able to fix
- // this.
- node.setAttribute("mathsize", newOptions.sizeMultiplier + "em");
-
- return node;
- };
-
- groupTypes.overline = function (group, options) {
- var operator = new _mathMLTree2.default.MathNode("mo", [new _mathMLTree2.default.TextNode("\u203E")]);
- operator.setAttribute("stretchy", "true");
-
- var node = new _mathMLTree2.default.MathNode("mover", [buildGroup(group.value.body, options), operator]);
- node.setAttribute("accent", "true");
-
- return node;
- };
-
- groupTypes.underline = function (group, options) {
- var operator = new _mathMLTree2.default.MathNode("mo", [new _mathMLTree2.default.TextNode("\u203E")]);
- operator.setAttribute("stretchy", "true");
-
- var node = new _mathMLTree2.default.MathNode("munder", [buildGroup(group.value.body, options), operator]);
- node.setAttribute("accentunder", "true");
-
- return node;
- };
-
- groupTypes.accentUnder = function (group, options) {
- var accentNode = _stretchy2.default.mathMLnode(group.value.label);
- var node = new _mathMLTree2.default.MathNode("munder", [buildGroup(group.value.body, options), accentNode]);
- node.setAttribute("accentunder", "true");
- return node;
- };
-
- groupTypes.enclose = function (group, options) {
- var node = new _mathMLTree2.default.MathNode("menclose", [buildGroup(group.value.body, options)]);
- var notation = "";
- switch (group.value.label) {
- case "\\bcancel":
- notation = "downdiagonalstrike";
- break;
- case "\\sout":
- notation = "horizontalstrike";
- break;
- case "\\fbox":
- notation = "box";
- break;
- default:
- notation = "updiagonalstrike";
- }
- node.setAttribute("notation", notation);
- return node;
- };
-
- groupTypes.horizBrace = function (group, options) {
- var accentNode = _stretchy2.default.mathMLnode(group.value.label);
- return new _mathMLTree2.default.MathNode(group.value.isOver ? "mover" : "munder", [buildGroup(group.value.base, options), accentNode]);
- };
-
- groupTypes.xArrow = function (group, options) {
- var arrowNode = _stretchy2.default.mathMLnode(group.value.label);
- var node = void 0;
- var lowerNode = void 0;
-
- if (group.value.body) {
- var upperNode = buildGroup(group.value.body, options);
- if (group.value.below) {
- lowerNode = buildGroup(group.value.below, options);
- node = new _mathMLTree2.default.MathNode("munderover", [arrowNode, lowerNode, upperNode]);
- } else {
- node = new _mathMLTree2.default.MathNode("mover", [arrowNode, upperNode]);
- }
- } else if (group.value.below) {
- lowerNode = buildGroup(group.value.below, options);
- node = new _mathMLTree2.default.MathNode("munder", [arrowNode, lowerNode]);
- } else {
- node = new _mathMLTree2.default.MathNode("mover", [arrowNode]);
- }
- return node;
- };
-
- groupTypes.rule = function (group) {
- // TODO(emily): Figure out if there's an actual way to draw black boxes
- // in MathML.
- var node = new _mathMLTree2.default.MathNode("mrow");
-
- return node;
- };
-
- groupTypes.kern = function (group) {
- // TODO(kevin): Figure out if there's a way to add space in MathML
- var node = new _mathMLTree2.default.MathNode("mrow");
-
- return node;
- };
-
- groupTypes.llap = function (group, options) {
- var node = new _mathMLTree2.default.MathNode("mpadded", [buildGroup(group.value.body, options)]);
-
- node.setAttribute("lspace", "-1width");
- node.setAttribute("width", "0px");
-
- return node;
- };
-
- groupTypes.rlap = function (group, options) {
- var node = new _mathMLTree2.default.MathNode("mpadded", [buildGroup(group.value.body, options)]);
-
- node.setAttribute("width", "0px");
-
- return node;
- };
-
- groupTypes.phantom = function (group, options) {
- var inner = buildExpression(group.value.value, options);
- return new _mathMLTree2.default.MathNode("mphantom", inner);
- };
-
- groupTypes.mclass = function (group, options) {
- var inner = buildExpression(group.value.value, options);
- return new _mathMLTree2.default.MathNode("mstyle", inner);
- };
-
- /**
- * Takes a list of nodes, builds them, and returns a list of the generated
- * MathML nodes. A little simpler than the HTML version because we don't do any
- * previous-node handling.
- */
- var buildExpression = function buildExpression(expression, options) {
- var groups = [];
- for (var i = 0; i < expression.length; i++) {
- var group = expression[i];
- groups.push(buildGroup(group, options));
- }
-
- // TODO(kevinb): combine \\not with mrels and mords
-
- return groups;
- };
-
- /**
- * Takes a group from the parser and calls the appropriate groupTypes function
- * on it to produce a MathML node.
- */
- // TODO(kevinb): determine if removeUnnecessaryRow should always be true
- var buildGroup = function buildGroup(group, options) {
- var removeUnnecessaryRow = arguments.length > 2 && arguments[2] !== undefined ? arguments[2] : false;
-
- if (!group) {
- return new _mathMLTree2.default.MathNode("mrow");
- }
-
- if (groupTypes[group.type]) {
- // Call the groupTypes function
- var result = groupTypes[group.type](group, options);
- if (removeUnnecessaryRow) {
- if (result.type === "mrow" && result.children.length === 1) {
- return result.children[0];
- }
- }
- return result;
- } else {
- throw new _ParseError2.default("Got group of unknown type: '" + group.type + "'");
- }
- };
-
- /**
- * Takes a full parse tree and settings and builds a MathML representation of
- * it. In particular, we put the elements from building the parse tree into a
- * tag so we can also include that TeX source as an annotation.
- *
- * Note that we actually return a domTree element with a `` inside it so
- * we can do appropriate styling.
- */
- var buildMathML = function buildMathML(tree, texExpression, options) {
- var expression = buildExpression(tree, options);
-
- // Wrap up the expression in an mrow so it is presented in the semantics
- // tag correctly.
- var wrapper = new _mathMLTree2.default.MathNode("mrow", expression);
-
- // Build a TeX annotation of the source
- var annotation = new _mathMLTree2.default.MathNode("annotation", [new _mathMLTree2.default.TextNode(texExpression)]);
-
- annotation.setAttribute("encoding", "application/x-tex");
-
- var semantics = new _mathMLTree2.default.MathNode("semantics", [wrapper, annotation]);
-
- var math = new _mathMLTree2.default.MathNode("math", [semantics]);
-
- // You can't style nodes, so we wrap the node in a span.
- return (0, _buildCommon.makeSpan)(["katex-mathml"], [math]);
- };
-
- module.exports = buildMathML;
-
- },{"./ParseError":29,"./Style":33,"./buildCommon":34,"./fontMetrics":41,"./mathMLTree":45,"./stretchy":47,"./symbols":48,"./utils":51}],37:[function(require,module,exports){
-
- var _buildHTML = require("./buildHTML");
-
- var _buildHTML2 = _interopRequireDefault(_buildHTML);
-
- var _buildMathML = require("./buildMathML");
-
- var _buildMathML2 = _interopRequireDefault(_buildMathML);
-
- var _buildCommon = require("./buildCommon");
-
- var _Options = require("./Options");
-
- var _Options2 = _interopRequireDefault(_Options);
-
- var _Settings = require("./Settings");
-
- var _Settings2 = _interopRequireDefault(_Settings);
-
- var _Style = require("./Style");
-
- var _Style2 = _interopRequireDefault(_Style);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- var buildTree = function buildTree(tree, expression, settings) {
- settings = settings || new _Settings2.default({});
-
- var startStyle = _Style2.default.TEXT;
- if (settings.displayMode) {
- startStyle = _Style2.default.DISPLAY;
- }
-
- // Setup the default options
- var options = new _Options2.default({
- style: startStyle
- });
-
- // `buildHTML` sometimes messes with the parse tree (like turning bins ->
- // ords), so we build the MathML version first.
- var mathMLNode = (0, _buildMathML2.default)(tree, expression, options);
- var htmlNode = (0, _buildHTML2.default)(tree, options);
-
- var katexNode = (0, _buildCommon.makeSpan)(["katex"], [mathMLNode, htmlNode]);
-
- if (settings.displayMode) {
- return (0, _buildCommon.makeSpan)(["katex-display"], [katexNode]);
- } else {
- return katexNode;
- }
- };
-
- module.exports = buildTree;
-
- },{"./Options":28,"./Settings":32,"./Style":33,"./buildCommon":34,"./buildHTML":35,"./buildMathML":36}],38:[function(require,module,exports){
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- var _Style = require("./Style");
-
- var _Style2 = _interopRequireDefault(_Style);
-
- var _buildCommon = require("./buildCommon");
-
- var _buildCommon2 = _interopRequireDefault(_buildCommon);
-
- var _fontMetrics = require("./fontMetrics");
-
- var _fontMetrics2 = _interopRequireDefault(_fontMetrics);
-
- var _symbols = require("./symbols");
-
- var _symbols2 = _interopRequireDefault(_symbols);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * Get the metrics for a given symbol and font, after transformation (i.e.
- * after following replacement from symbols.js)
- */
- /**
- * This file deals with creating delimiters of various sizes. The TeXbook
- * discusses these routines on page 441-442, in the "Another subroutine sets box
- * x to a specified variable delimiter" paragraph.
- *
- * There are three main routines here. `makeSmallDelim` makes a delimiter in the
- * normal font, but in either text, script, or scriptscript style.
- * `makeLargeDelim` makes a delimiter in textstyle, but in one of the Size1,
- * Size2, Size3, or Size4 fonts. `makeStackedDelim` makes a delimiter out of
- * smaller pieces that are stacked on top of one another.
- *
- * The functions take a parameter `center`, which determines if the delimiter
- * should be centered around the axis.
- *
- * Then, there are three exposed functions. `sizedDelim` makes a delimiter in
- * one of the given sizes. This is used for things like `\bigl`.
- * `customSizedDelim` makes a delimiter with a given total height+depth. It is
- * called in places like `\sqrt`. `leftRightDelim` makes an appropriate
- * delimiter which surrounds an expression of a given height an depth. It is
- * used in `\left` and `\right`.
- */
-
- var getMetrics = function getMetrics(symbol, font) {
- if (_symbols2.default.math[symbol] && _symbols2.default.math[symbol].replace) {
- return _fontMetrics2.default.getCharacterMetrics(_symbols2.default.math[symbol].replace, font);
- } else {
- return _fontMetrics2.default.getCharacterMetrics(symbol, font);
- }
- };
-
- /**
- * Puts a delimiter span in a given style, and adds appropriate height, depth,
- * and maxFontSizes.
- */
- var styleWrap = function styleWrap(delim, toStyle, options, classes) {
- var newOptions = options.havingBaseStyle(toStyle);
-
- var span = (0, _buildCommon.makeSpan)((classes || []).concat(newOptions.sizingClasses(options)), [delim], options);
-
- span.delimSizeMultiplier = newOptions.sizeMultiplier / options.sizeMultiplier;
- span.height *= span.delimSizeMultiplier;
- span.depth *= span.delimSizeMultiplier;
- span.maxFontSize = newOptions.sizeMultiplier;
-
- return span;
- };
-
- var centerSpan = function centerSpan(span, options, style) {
- var newOptions = options.havingBaseStyle(style);
- var shift = (1 - options.sizeMultiplier / newOptions.sizeMultiplier) * options.fontMetrics().axisHeight;
-
- span.classes.push("delimcenter");
- span.style.top = shift + "em";
- span.height -= shift;
- span.depth += shift;
- };
-
- /**
- * Makes a small delimiter. This is a delimiter that comes in the Main-Regular
- * font, but is restyled to either be in textstyle, scriptstyle, or
- * scriptscriptstyle.
- */
- var makeSmallDelim = function makeSmallDelim(delim, style, center, options, mode, classes) {
- var text = _buildCommon2.default.makeSymbol(delim, "Main-Regular", mode, options);
- var span = styleWrap(text, style, options, classes);
- if (center) {
- centerSpan(span, options, style);
- }
- return span;
- };
-
- /**
- * Builds a symbol in the given font size (note size is an integer)
- */
- var mathrmSize = function mathrmSize(value, size, mode, options) {
- return _buildCommon2.default.makeSymbol(value, "Size" + size + "-Regular", mode, options);
- };
-
- /**
- * Makes a large delimiter. This is a delimiter that comes in the Size1, Size2,
- * Size3, or Size4 fonts. It is always rendered in textstyle.
- */
- var makeLargeDelim = function makeLargeDelim(delim, size, center, options, mode, classes) {
- var inner = mathrmSize(delim, size, mode, options);
- var span = styleWrap((0, _buildCommon.makeSpan)(["delimsizing", "size" + size], [inner], options), _Style2.default.TEXT, options, classes);
- if (center) {
- centerSpan(span, options, _Style2.default.TEXT);
- }
- return span;
- };
-
- /**
- * Make an inner span with the given offset and in the given font. This is used
- * in `makeStackedDelim` to make the stacking pieces for the delimiter.
- */
- var makeInner = function makeInner(symbol, font, mode) {
- var sizeClass = void 0;
- // Apply the correct CSS class to choose the right font.
- if (font === "Size1-Regular") {
- sizeClass = "delim-size1";
- } else if (font === "Size4-Regular") {
- sizeClass = "delim-size4";
- }
-
- var inner = (0, _buildCommon.makeSpan)(["delimsizinginner", sizeClass], [(0, _buildCommon.makeSpan)([], [_buildCommon2.default.makeSymbol(symbol, font, mode)])]);
-
- // Since this will be passed into `makeVList` in the end, wrap the element
- // in the appropriate tag that VList uses.
- return { type: "elem", elem: inner };
- };
-
- /**
- * Make a stacked delimiter out of a given delimiter, with the total height at
- * least `heightTotal`. This routine is mentioned on page 442 of the TeXbook.
- */
- var makeStackedDelim = function makeStackedDelim(delim, heightTotal, center, options, mode, classes) {
- // There are four parts, the top, an optional middle, a repeated part, and a
- // bottom.
- var top = void 0;
- var middle = void 0;
- var repeat = void 0;
- var bottom = void 0;
- top = repeat = bottom = delim;
- middle = null;
- // Also keep track of what font the delimiters are in
- var font = "Size1-Regular";
-
- // We set the parts and font based on the symbol. Note that we use
- // '\u23d0' instead of '|' and '\u2016' instead of '\\|' for the
- // repeats of the arrows
- if (delim === "\\uparrow") {
- repeat = bottom = "\u23D0";
- } else if (delim === "\\Uparrow") {
- repeat = bottom = "\u2016";
- } else if (delim === "\\downarrow") {
- top = repeat = "\u23D0";
- } else if (delim === "\\Downarrow") {
- top = repeat = "\u2016";
- } else if (delim === "\\updownarrow") {
- top = "\\uparrow";
- repeat = "\u23D0";
- bottom = "\\downarrow";
- } else if (delim === "\\Updownarrow") {
- top = "\\Uparrow";
- repeat = "\u2016";
- bottom = "\\Downarrow";
- } else if (delim === "[" || delim === "\\lbrack") {
- top = "\u23A1";
- repeat = "\u23A2";
- bottom = "\u23A3";
- font = "Size4-Regular";
- } else if (delim === "]" || delim === "\\rbrack") {
- top = "\u23A4";
- repeat = "\u23A5";
- bottom = "\u23A6";
- font = "Size4-Regular";
- } else if (delim === "\\lfloor") {
- repeat = top = "\u23A2";
- bottom = "\u23A3";
- font = "Size4-Regular";
- } else if (delim === "\\lceil") {
- top = "\u23A1";
- repeat = bottom = "\u23A2";
- font = "Size4-Regular";
- } else if (delim === "\\rfloor") {
- repeat = top = "\u23A5";
- bottom = "\u23A6";
- font = "Size4-Regular";
- } else if (delim === "\\rceil") {
- top = "\u23A4";
- repeat = bottom = "\u23A5";
- font = "Size4-Regular";
- } else if (delim === "(") {
- top = "\u239B";
- repeat = "\u239C";
- bottom = "\u239D";
- font = "Size4-Regular";
- } else if (delim === ")") {
- top = "\u239E";
- repeat = "\u239F";
- bottom = "\u23A0";
- font = "Size4-Regular";
- } else if (delim === "\\{" || delim === "\\lbrace") {
- top = "\u23A7";
- middle = "\u23A8";
- bottom = "\u23A9";
- repeat = "\u23AA";
- font = "Size4-Regular";
- } else if (delim === "\\}" || delim === "\\rbrace") {
- top = "\u23AB";
- middle = "\u23AC";
- bottom = "\u23AD";
- repeat = "\u23AA";
- font = "Size4-Regular";
- } else if (delim === "\\lgroup") {
- top = "\u23A7";
- bottom = "\u23A9";
- repeat = "\u23AA";
- font = "Size4-Regular";
- } else if (delim === "\\rgroup") {
- top = "\u23AB";
- bottom = "\u23AD";
- repeat = "\u23AA";
- font = "Size4-Regular";
- } else if (delim === "\\lmoustache") {
- top = "\u23A7";
- bottom = "\u23AD";
- repeat = "\u23AA";
- font = "Size4-Regular";
- } else if (delim === "\\rmoustache") {
- top = "\u23AB";
- bottom = "\u23A9";
- repeat = "\u23AA";
- font = "Size4-Regular";
- }
-
- // Get the metrics of the four sections
- var topMetrics = getMetrics(top, font);
- var topHeightTotal = topMetrics.height + topMetrics.depth;
- var repeatMetrics = getMetrics(repeat, font);
- var repeatHeightTotal = repeatMetrics.height + repeatMetrics.depth;
- var bottomMetrics = getMetrics(bottom, font);
- var bottomHeightTotal = bottomMetrics.height + bottomMetrics.depth;
- var middleHeightTotal = 0;
- var middleFactor = 1;
- if (middle !== null) {
- var middleMetrics = getMetrics(middle, font);
- middleHeightTotal = middleMetrics.height + middleMetrics.depth;
- middleFactor = 2; // repeat symmetrically above and below middle
- }
-
- // Calcuate the minimal height that the delimiter can have.
- // It is at least the size of the top, bottom, and optional middle combined.
- var minHeight = topHeightTotal + bottomHeightTotal + middleHeightTotal;
-
- // Compute the number of copies of the repeat symbol we will need
- var repeatCount = Math.ceil((heightTotal - minHeight) / (middleFactor * repeatHeightTotal));
-
- // Compute the total height of the delimiter including all the symbols
- var realHeightTotal = minHeight + repeatCount * middleFactor * repeatHeightTotal;
-
- // The center of the delimiter is placed at the center of the axis. Note
- // that in this context, "center" means that the delimiter should be
- // centered around the axis in the current style, while normally it is
- // centered around the axis in textstyle.
- var axisHeight = options.fontMetrics().axisHeight;
- if (center) {
- axisHeight *= options.sizeMultiplier;
- }
- // Calculate the depth
- var depth = realHeightTotal / 2 - axisHeight;
-
- // Now, we start building the pieces that will go into the vlist
-
- // Keep a list of the inner pieces
- var inners = [];
-
- // Add the bottom symbol
- inners.push(makeInner(bottom, font, mode));
-
- if (middle === null) {
- // Add that many symbols
- for (var i = 0; i < repeatCount; i++) {
- inners.push(makeInner(repeat, font, mode));
- }
- } else {
- // When there is a middle bit, we need the middle part and two repeated
- // sections
- for (var _i = 0; _i < repeatCount; _i++) {
- inners.push(makeInner(repeat, font, mode));
- }
- inners.push(makeInner(middle, font, mode));
- for (var _i2 = 0; _i2 < repeatCount; _i2++) {
- inners.push(makeInner(repeat, font, mode));
- }
- }
-
- // Add the top symbol
- inners.push(makeInner(top, font, mode));
-
- // Finally, build the vlist
- var newOptions = options.havingBaseStyle(_Style2.default.TEXT);
- var inner = _buildCommon2.default.makeVList(inners, "bottom", depth, newOptions);
-
- return styleWrap((0, _buildCommon.makeSpan)(["delimsizing", "mult"], [inner], newOptions), _Style2.default.TEXT, options, classes);
- };
-
- var sqrtInnerSVG = {
- // The main path geometry is from glyph U221A in the font KaTeX Main
- main: "\n " + sqrtInnerSVG['main'] + " ";
- } else if (delim.type === "large") {
- // These SVGs come from fonts: KaTeX_Size1, _Size2, etc.
- // Get sqrt height from font data
- span.height = sizeToMaxHeight[delim.size] / sizeMultiplier;
- span.style.height = span.height + "em";
- span.surdWidth = 1.0 / sizeMultiplier; // from the font
-
- span.innerHTML = "\n " + sqrtInnerSVG[delim.size] + " ";
- } else {
- // Tall sqrt. In TeX, this would be stacked using multiple glyphs.
- // We'll use a single SVG to accomplish the same thing.
- span.height = height / sizeMultiplier;
- span.style.height = span.height + "em";
- span.surdWidth = 1.056 / sizeMultiplier;
- var viewBoxHeight = Math.floor(span.height * 1000); // scale = 1:1000
- var vertSegment = viewBoxHeight - 54;
-
- // This \sqrt is customized in both height and width. We set the
- // height now. Then CSS will stretch the image to the correct width.
- // This SVG path comes from glyph U+23B7, font KaTeX_Size4-Regular.
- span.innerHTML = "\n \n ";
- }
-
- span.sizeMultiplier = sizeMultiplier;
-
- return span;
- };
-
- // There are three kinds of delimiters, delimiters that stack when they become
- // too large
- var stackLargeDelimiters = ["(", ")", "[", "\\lbrack", "]", "\\rbrack", "\\{", "\\lbrace", "\\}", "\\rbrace", "\\lfloor", "\\rfloor", "\\lceil", "\\rceil", "\\surd"];
-
- // delimiters that always stack
- var stackAlwaysDelimiters = ["\\uparrow", "\\downarrow", "\\updownarrow", "\\Uparrow", "\\Downarrow", "\\Updownarrow", "|", "\\|", "\\vert", "\\Vert", "\\lvert", "\\rvert", "\\lVert", "\\rVert", "\\lgroup", "\\rgroup", "\\lmoustache", "\\rmoustache"];
-
- // and delimiters that never stack
- var stackNeverDelimiters = ["<", ">", "\\langle", "\\rangle", "/", "\\backslash", "\\lt", "\\gt"];
-
- // Metrics of the different sizes. Found by looking at TeX's output of
- // $\bigl| // \Bigl| \biggl| \Biggl| \showlists$
- // Used to create stacked delimiters of appropriate sizes in makeSizedDelim.
- var sizeToMaxHeight = [0, 1.2, 1.8, 2.4, 3.0];
-
- /**
- * Used to create a delimiter of a specific size, where `size` is 1, 2, 3, or 4.
- */
- var makeSizedDelim = function makeSizedDelim(delim, size, options, mode, classes) {
- // < and > turn into \langle and \rangle in delimiters
- if (delim === "<" || delim === "\\lt") {
- delim = "\\langle";
- } else if (delim === ">" || delim === "\\gt") {
- delim = "\\rangle";
- }
-
- // Sized delimiters are never centered.
- if (_utils2.default.contains(stackLargeDelimiters, delim) || _utils2.default.contains(stackNeverDelimiters, delim)) {
- return makeLargeDelim(delim, size, false, options, mode, classes);
- } else if (_utils2.default.contains(stackAlwaysDelimiters, delim)) {
- return makeStackedDelim(delim, sizeToMaxHeight[size], false, options, mode, classes);
- } else {
- throw new _ParseError2.default("Illegal delimiter: '" + delim + "'");
- }
- };
-
- /**
- * There are three different sequences of delimiter sizes that the delimiters
- * follow depending on the kind of delimiter. This is used when creating custom
- * sized delimiters to decide whether to create a small, large, or stacked
- * delimiter.
- *
- * In real TeX, these sequences aren't explicitly defined, but are instead
- * defined inside the font metrics. Since there are only three sequences that
- * are possible for the delimiters that TeX defines, it is easier to just encode
- * them explicitly here.
- */
-
- // Delimiters that never stack try small delimiters and large delimiters only
- var stackNeverDelimiterSequence = [{ type: "small", style: _Style2.default.SCRIPTSCRIPT }, { type: "small", style: _Style2.default.SCRIPT }, { type: "small", style: _Style2.default.TEXT }, { type: "large", size: 1 }, { type: "large", size: 2 }, { type: "large", size: 3 }, { type: "large", size: 4 }];
-
- // Delimiters that always stack try the small delimiters first, then stack
- var stackAlwaysDelimiterSequence = [{ type: "small", style: _Style2.default.SCRIPTSCRIPT }, { type: "small", style: _Style2.default.SCRIPT }, { type: "small", style: _Style2.default.TEXT }, { type: "stack" }];
-
- // Delimiters that stack when large try the small and then large delimiters, and
- // stack afterwards
- var stackLargeDelimiterSequence = [{ type: "small", style: _Style2.default.SCRIPTSCRIPT }, { type: "small", style: _Style2.default.SCRIPT }, { type: "small", style: _Style2.default.TEXT }, { type: "large", size: 1 }, { type: "large", size: 2 }, { type: "large", size: 3 }, { type: "large", size: 4 }, { type: "stack" }];
-
- /**
- * Get the font used in a delimiter based on what kind of delimiter it is.
- */
- var delimTypeToFont = function delimTypeToFont(type) {
- if (type.type === "small") {
- return "Main-Regular";
- } else if (type.type === "large") {
- return "Size" + type.size + "-Regular";
- } else if (type.type === "stack") {
- return "Size4-Regular";
- }
- };
-
- /**
- * Traverse a sequence of types of delimiters to decide what kind of delimiter
- * should be used to create a delimiter of the given height+depth.
- */
- var traverseSequence = function traverseSequence(delim, height, sequence, options) {
- // Here, we choose the index we should start at in the sequences. In smaller
- // sizes (which correspond to larger numbers in style.size) we start earlier
- // in the sequence. Thus, scriptscript starts at index 3-3=0, script starts
- // at index 3-2=1, text starts at 3-1=2, and display starts at min(2,3-0)=2
- var start = Math.min(2, 3 - options.style.size);
- for (var i = start; i < sequence.length; i++) {
- if (sequence[i].type === "stack") {
- // This is always the last delimiter, so we just break the loop now.
- break;
- }
-
- var metrics = getMetrics(delim, delimTypeToFont(sequence[i]));
- var heightDepth = metrics.height + metrics.depth;
-
- // Small delimiters are scaled down versions of the same font, so we
- // account for the style change size.
-
- if (sequence[i].type === "small") {
- var newOptions = options.havingBaseStyle(sequence[i].style);
- heightDepth *= newOptions.sizeMultiplier;
- }
-
- // Check if the delimiter at this size works for the given height.
- if (heightDepth > height) {
- return sequence[i];
- }
- }
-
- // If we reached the end of the sequence, return the last sequence element.
- return sequence[sequence.length - 1];
- };
-
- /**
- * Make a delimiter of a given height+depth, with optional centering. Here, we
- * traverse the sequences, and create a delimiter that the sequence tells us to.
- */
- var makeCustomSizedDelim = function makeCustomSizedDelim(delim, height, center, options, mode, classes) {
- if (delim === "<" || delim === "\\lt") {
- delim = "\\langle";
- } else if (delim === ">" || delim === "\\gt") {
- delim = "\\rangle";
- }
-
- // Decide what sequence to use
- var sequence = void 0;
- if (_utils2.default.contains(stackNeverDelimiters, delim)) {
- sequence = stackNeverDelimiterSequence;
- } else if (_utils2.default.contains(stackLargeDelimiters, delim)) {
- sequence = stackLargeDelimiterSequence;
- } else {
- sequence = stackAlwaysDelimiterSequence;
- }
-
- // Look through the sequence
- var delimType = traverseSequence(delim, height, sequence, options);
-
- if (delim === "\\surd") {
- // Get an SVG image for
- return sqrtSpan(height, delimType, options);
- } else {
- // Get the delimiter from font glyphs.
- // Depending on the sequence element we decided on, call the
- // appropriate function.
- if (delimType.type === "small") {
- return makeSmallDelim(delim, delimType.style, center, options, mode, classes);
- } else if (delimType.type === "large") {
- return makeLargeDelim(delim, delimType.size, center, options, mode, classes);
- } else if (delimType.type === "stack") {
- return makeStackedDelim(delim, height, center, options, mode, classes);
- }
- }
- };
-
- /**
- * Make a delimiter for use with `\left` and `\right`, given a height and depth
- * of an expression that the delimiters surround.
- */
- var makeLeftRightDelim = function makeLeftRightDelim(delim, height, depth, options, mode, classes) {
- // We always center \left/\right delimiters, so the axis is always shifted
- var axisHeight = options.fontMetrics().axisHeight * options.sizeMultiplier;
-
- // Taken from TeX source, tex.web, function make_left_right
- var delimiterFactor = 901;
- var delimiterExtend = 5.0 / options.fontMetrics().ptPerEm;
-
- var maxDistFromAxis = Math.max(height - axisHeight, depth + axisHeight);
-
- var totalHeight = Math.max(
- // In real TeX, calculations are done using integral values which are
- // 65536 per pt, or 655360 per em. So, the division here truncates in
- // TeX but doesn't here, producing different results. If we wanted to
- // exactly match TeX's calculation, we could do
- // Math.floor(655360 * maxDistFromAxis / 500) *
- // delimiterFactor / 655360
- // (To see the difference, compare
- // x^{x^{\left(\rule{0.1em}{0.68em}\right)}}
- // in TeX and KaTeX)
- maxDistFromAxis / 500 * delimiterFactor, 2 * maxDistFromAxis - delimiterExtend);
-
- // Finally, we defer to `makeCustomSizedDelim` with our calculated total
- // height
- return makeCustomSizedDelim(delim, totalHeight, true, options, mode, classes);
- };
-
- module.exports = {
- sizedDelim: makeSizedDelim,
- customSizedDelim: makeCustomSizedDelim,
- leftRightDelim: makeLeftRightDelim
- };
-
- },{"./ParseError":29,"./Style":33,"./buildCommon":34,"./fontMetrics":41,"./symbols":48,"./utils":51}],39:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _createClass2 = require("babel-runtime/helpers/createClass");
-
- var _createClass3 = _interopRequireDefault(_createClass2);
-
- var _unicodeRegexes = require("./unicodeRegexes");
-
- var _unicodeRegexes2 = _interopRequireDefault(_unicodeRegexes);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * Create an HTML className based on a list of classes. In addition to joining
- * with spaces, we also remove null or empty classes.
- */
- /**
- * These objects store the data about the DOM nodes we create, as well as some
- * extra data. They can then be transformed into real DOM nodes with the
- * `toNode` function or HTML markup using `toMarkup`. They are useful for both
- * storing extra properties on the nodes, as well as providing a way to easily
- * work with the DOM.
- *
- * Similar functions for working with MathML nodes exist in mathMLTree.js.
- */
- var createClass = function createClass(classes) {
- classes = classes.slice();
- for (var i = classes.length - 1; i >= 0; i--) {
- if (!classes[i]) {
- classes.splice(i, 1);
- }
- }
-
- return classes.join(" ");
- };
-
- /**
- * This node represents a span node, with a className, a list of children, and
- * an inline style. It also contains information about its height, depth, and
- * maxFontSize.
- */
-
- var span = function () {
- function span(classes, children, options) {
- (0, _classCallCheck3.default)(this, span);
-
- this.classes = classes || [];
- this.children = children || [];
- this.height = 0;
- this.depth = 0;
- this.maxFontSize = 0;
- this.style = {};
- this.attributes = {};
- this.innerHTML; // used for inline SVG code.
- if (options) {
- if (options.style.isTight()) {
- this.classes.push("mtight");
- }
- if (options.getColor()) {
- this.style.color = options.getColor();
- }
- }
- }
-
- /**
- * Sets an arbitrary attribute on the span. Warning: use this wisely. Not all
- * browsers support attributes the same, and having too many custom attributes
- * is probably bad.
- */
-
-
- (0, _createClass3.default)(span, [{
- key: "setAttribute",
- value: function setAttribute(attribute, value) {
- this.attributes[attribute] = value;
- }
- }, {
- key: "tryCombine",
- value: function tryCombine(sibling) {
- return false;
- }
-
- /**
- * Convert the span into an HTML node
- */
-
- }, {
- key: "toNode",
- value: function toNode() {
- var span = document.createElement("span");
-
- // Apply the class
- span.className = createClass(this.classes);
-
- // Apply inline styles
- for (var style in this.style) {
- if (Object.prototype.hasOwnProperty.call(this.style, style)) {
- span.style[style] = this.style[style];
- }
- }
-
- // Apply attributes
- for (var attr in this.attributes) {
- if (Object.prototype.hasOwnProperty.call(this.attributes, attr)) {
- span.setAttribute(attr, this.attributes[attr]);
- }
- }
-
- if (this.innerHTML) {
- span.innerHTML = this.innerHTML;
- }
-
- // Append the children, also as HTML nodes
- for (var i = 0; i < this.children.length; i++) {
- span.appendChild(this.children[i].toNode());
- }
-
- return span;
- }
-
- /**
- * Convert the span into an HTML markup string
- */
-
- }, {
- key: "toMarkup",
- value: function toMarkup() {
- var markup = " 0 || createClass(this.classes) !== createClass(sibling.classes) || this.skew !== sibling.skew || this.maxFontSize !== sibling.maxFontSize) {
- return false;
- }
- for (var style in this.style) {
- if (this.style.hasOwnProperty(style) && this.style[style] !== sibling.style[style]) {
- return false;
- }
- }
- for (var _style in sibling.style) {
- if (sibling.style.hasOwnProperty(_style) && this.style[_style] !== sibling.style[_style]) {
- return false;
- }
- }
- this.value += sibling.value;
- this.height = Math.max(this.height, sibling.height);
- this.depth = Math.max(this.depth, sibling.depth);
- this.italic = sibling.italic;
- return true;
- }
-
- /**
- * Creates a text node or span from a symbol node. Note that a span is only
- * created if it is needed.
- */
-
- }, {
- key: "toNode",
- value: function toNode() {
- var node = document.createTextNode(this.value);
- var span = null;
-
- if (this.italic > 0) {
- span = document.createElement("span");
- span.style.marginRight = this.italic + "em";
- }
-
- if (this.classes.length > 0) {
- span = span || document.createElement("span");
- span.className = createClass(this.classes);
- }
-
- for (var style in this.style) {
- if (this.style.hasOwnProperty(style)) {
- span = span || document.createElement("span");
- span.style[style] = this.style[style];
- }
- }
-
- if (span) {
- span.appendChild(node);
- return span;
- } else {
- return node;
- }
- }
-
- /**
- * Creates markup for a symbol node.
- */
-
- }, {
- key: "toMarkup",
- value: function toMarkup() {
- // TODO(alpert): More duplication than I'd like from
- // span.prototype.toMarkup and symbolNode.prototype.toNode...
- var needsSpan = false;
-
- var markup = " 0) {
- styles += "margin-right:" + this.italic + "em;";
- }
- for (var style in this.style) {
- if (this.style.hasOwnProperty(style)) {
- styles += _utils2.default.hyphenate(style) + ":" + this.style[style] + ";";
- }
- }
-
- if (styles) {
- needsSpan = true;
- markup += " style=\"" + _utils2.default.escape(styles) + "\"";
- }
-
- var escaped = _utils2.default.escape(this.value);
- if (needsSpan) {
- markup += ">";
- markup += escaped;
- markup += " ";
- return markup;
- } else {
- return escaped;
- }
- }
- }]);
- return symbolNode;
- }();
-
- module.exports = {
- span: span,
- documentFragment: documentFragment,
- symbolNode: symbolNode
- };
-
- },{"./unicodeRegexes":49,"./utils":51,"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5}],40:[function(require,module,exports){
-
- var _ParseNode = require("./ParseNode");
-
- var _ParseNode2 = _interopRequireDefault(_ParseNode);
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * Parse the body of the environment, with rows delimited by \\ and
- * columns delimited by &, and create a nested list in row-major order
- * with one group per cell. If given an optional argument style
- * ("text", "display", etc.), then each cell is cast into that style.
- */
- /* eslint no-constant-condition:0 */
- function parseArray(parser, result, style) {
- var row = [];
- var body = [row];
- var rowGaps = [];
- while (true) {
- var cell = parser.parseExpression(false, null);
- cell = new _ParseNode2.default("ordgroup", cell, parser.mode);
- if (style) {
- cell = new _ParseNode2.default("styling", {
- style: style,
- value: [cell]
- }, parser.mode);
- }
- row.push(cell);
- var next = parser.nextToken.text;
- if (next === "&") {
- parser.consume();
- } else if (next === "\\end") {
- break;
- } else if (next === "\\\\" || next === "\\cr") {
- var cr = parser.parseFunction();
- rowGaps.push(cr.value.size);
- row = [];
- body.push(row);
- } else {
- throw new _ParseError2.default("Expected & or \\\\ or \\end", parser.nextToken);
- }
- }
- result.body = body;
- result.rowGaps = rowGaps;
- return new _ParseNode2.default(result.type, result, parser.mode);
- }
-
- /*
- * An environment definition is very similar to a function definition:
- * it is declared with a name or a list of names, a set of properties
- * and a handler containing the actual implementation.
- *
- * The properties include:
- * - numArgs: The number of arguments after the \begin{name} function.
- * - argTypes: (optional) Just like for a function
- * - allowedInText: (optional) Whether or not the environment is allowed inside
- * text mode (default false) (not enforced yet)
- * - numOptionalArgs: (optional) Just like for a function
- * A bare number instead of that object indicates the numArgs value.
- *
- * The handler function will receive two arguments
- * - context: information and references provided by the parser
- * - args: an array of arguments passed to \begin{name}
- * The context contains the following properties:
- * - envName: the name of the environment, one of the listed names.
- * - parser: the parser object
- * - lexer: the lexer object
- * - positions: the positions associated with these arguments from args.
- * The handler must return a ParseResult.
- */
- function defineEnvironment(names, props, handler) {
- if (typeof names === "string") {
- names = [names];
- }
- if (typeof props === "number") {
- props = { numArgs: props };
- }
- // Set default values of environments
- var data = {
- numArgs: props.numArgs || 0,
- argTypes: props.argTypes,
- greediness: 1,
- allowedInText: !!props.allowedInText,
- numOptionalArgs: props.numOptionalArgs || 0,
- handler: handler
- };
- for (var i = 0; i < names.length; ++i) {
- module.exports[names[i]] = data;
- }
- }
-
- // Decides on a style for cells in an array according to whether the given
- // environment name starts with the letter 'd'.
- function dCellStyle(envName) {
- if (envName.substr(0, 1) === "d") {
- return "display";
- } else {
- return "text";
- }
- }
-
- // Arrays are part of LaTeX, defined in lttab.dtx so its documentation
- // is part of the source2e.pdf file of LaTeX2e source documentation.
- // {darray} is an {array} environment where cells are set in \displaystyle,
- // as defined in nccmath.sty.
- defineEnvironment(["array", "darray"], {
- numArgs: 1
- }, function (context, args) {
- var colalign = args[0];
- colalign = colalign.value.map ? colalign.value : [colalign];
- var cols = colalign.map(function (node) {
- var ca = node.value;
- if ("lcr".indexOf(ca) !== -1) {
- return {
- type: "align",
- align: ca
- };
- } else if (ca === "|") {
- return {
- type: "separator",
- separator: "|"
- };
- }
- throw new _ParseError2.default("Unknown column alignment: " + node.value, node);
- });
- var res = {
- type: "array",
- cols: cols,
- hskipBeforeAndAfter: true };
- res = parseArray(context.parser, res, dCellStyle(context.envName));
- return res;
- });
-
- // The matrix environments of amsmath builds on the array environment
- // of LaTeX, which is discussed above.
- defineEnvironment(["matrix", "pmatrix", "bmatrix", "Bmatrix", "vmatrix", "Vmatrix"], {}, function (context) {
- var delimiters = {
- "matrix": null,
- "pmatrix": ["(", ")"],
- "bmatrix": ["[", "]"],
- "Bmatrix": ["\\{", "\\}"],
- "vmatrix": ["|", "|"],
- "Vmatrix": ["\\Vert", "\\Vert"]
- }[context.envName];
- var res = {
- type: "array",
- hskipBeforeAndAfter: false };
- res = parseArray(context.parser, res, dCellStyle(context.envName));
- if (delimiters) {
- res = new _ParseNode2.default("leftright", {
- body: [res],
- left: delimiters[0],
- right: delimiters[1]
- }, context.mode);
- }
- return res;
- });
-
- // A cases environment (in amsmath.sty) is almost equivalent to
- // \def\arraystretch{1.2}%
- // \left\{\begin{array}{@{}l@{\quad}l@{}} … \end{array}\right.
- // {dcases} is a {cases} environment where cells are set in \displaystyle,
- // as defined in mathtools.sty.
- defineEnvironment(["cases", "dcases"], {}, function (context) {
- var res = {
- type: "array",
- arraystretch: 1.2,
- cols: [{
- type: "align",
- align: "l",
- pregap: 0,
- // TODO(kevinb) get the current style.
- // For now we use the metrics for TEXT style which is what we were
- // doing before. Before attempting to get the current style we
- // should look at TeX's behavior especially for \over and matrices.
- postgap: 1.0 }, {
- type: "align",
- align: "l",
- pregap: 0,
- postgap: 0
- }]
- };
- res = parseArray(context.parser, res, dCellStyle(context.envName));
- res = new _ParseNode2.default("leftright", {
- body: [res],
- left: "\\{",
- right: "."
- }, context.mode);
- return res;
- });
-
- // An aligned environment is like the align* environment
- // except it operates within math mode.
- // Note that we assume \nomallineskiplimit to be zero,
- // so that \strut@ is the same as \strut.
- defineEnvironment("aligned", {}, function (context) {
- var res = {
- type: "array",
- cols: [],
- addJot: true
- };
- res = parseArray(context.parser, res, "display");
- // Count number of columns = maximum number of cells in each row.
- // At the same time, prepend empty group {} at beginning of every second
- // cell in each row (starting with second cell) so that operators become
- // binary. This behavior is implemented in amsmath's \start@aligned.
- var emptyGroup = new _ParseNode2.default("ordgroup", [], context.mode);
- var numCols = 0;
- res.value.body.forEach(function (row) {
- for (var i = 1; i < row.length; i += 2) {
- // Modify ordgroup node within styling node
- var ordgroup = row[i].value.value[0];
- ordgroup.value.unshift(emptyGroup);
- }
- if (numCols < row.length) {
- numCols = row.length;
- }
- });
- for (var i = 0; i < numCols; ++i) {
- var align = "r";
- var pregap = 0;
- if (i % 2 === 1) {
- align = "l";
- } else if (i > 0) {
- pregap = 2; // one \qquad between columns
- }
- res.value.cols[i] = {
- type: "align",
- align: align,
- pregap: pregap,
- postgap: 0
- };
- }
- return res;
- });
-
- // A gathered environment is like an array environment with one centered
- // column, but where rows are considered lines so get \jot line spacing
- // and contents are set in \displaystyle.
- defineEnvironment("gathered", {}, function (context) {
- var res = {
- type: "array",
- cols: [{
- type: "align",
- align: "c"
- }],
- addJot: true
- };
- res = parseArray(context.parser, res, "display");
- return res;
- });
-
- },{"./ParseError":29,"./ParseNode":30}],41:[function(require,module,exports){
-
- var _unicodeRegexes = require("./unicodeRegexes");
-
- var _fontMetricsData = require("./fontMetricsData");
-
- var _fontMetricsData2 = _interopRequireDefault(_fontMetricsData);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * This file contains metrics regarding fonts and individual symbols. The sigma
- * and xi variables, as well as the metricMap map contain data extracted from
- * TeX, TeX font metrics, and the TTF files. These data are then exposed via the
- * `metrics` variable and the getCharacterMetrics function.
- */
-
- // In TeX, there are actually three sets of dimensions, one for each of
- // textstyle (size index 5 and higher: >=9pt), scriptstyle (size index 3 and 4:
- // 7-8pt), and scriptscriptstyle (size index 1 and 2: 5-6pt). These are
- // provided in the the arrays below, in that order.
- //
- // The font metrics are stored in fonts cmsy10, cmsy7, and cmsy5 respsectively.
- // This was determined by running the following script:
- //
- // latex -interaction=nonstopmode \
- // '\documentclass{article}\usepackage{amsmath}\begin{document}' \
- // '$a$ \expandafter\show\the\textfont2' \
- // '\expandafter\show\the\scriptfont2' \
- // '\expandafter\show\the\scriptscriptfont2' \
- // '\stop'
- //
- // The metrics themselves were retreived using the following commands:
- //
- // tftopl cmsy10
- // tftopl cmsy7
- // tftopl cmsy5
- //
- // The output of each of these commands is quite lengthy. The only part we
- // care about is the FONTDIMEN section. Each value is measured in EMs.
- var sigmasAndXis = {
- slant: [0.250, 0.250, 0.250], // sigma1
- space: [0.000, 0.000, 0.000], // sigma2
- stretch: [0.000, 0.000, 0.000], // sigma3
- shrink: [0.000, 0.000, 0.000], // sigma4
- xHeight: [0.431, 0.431, 0.431], // sigma5
- quad: [1.000, 1.171, 1.472], // sigma6
- extraSpace: [0.000, 0.000, 0.000], // sigma7
- num1: [0.677, 0.732, 0.925], // sigma8
- num2: [0.394, 0.384, 0.387], // sigma9
- num3: [0.444, 0.471, 0.504], // sigma10
- denom1: [0.686, 0.752, 1.025], // sigma11
- denom2: [0.345, 0.344, 0.532], // sigma12
- sup1: [0.413, 0.503, 0.504], // sigma13
- sup2: [0.363, 0.431, 0.404], // sigma14
- sup3: [0.289, 0.286, 0.294], // sigma15
- sub1: [0.150, 0.143, 0.200], // sigma16
- sub2: [0.247, 0.286, 0.400], // sigma17
- supDrop: [0.386, 0.353, 0.494], // sigma18
- subDrop: [0.050, 0.071, 0.100], // sigma19
- delim1: [2.390, 1.700, 1.980], // sigma20
- delim2: [1.010, 1.157, 1.420], // sigma21
- axisHeight: [0.250, 0.250, 0.250], // sigma22
-
- // These font metrics are extracted from TeX by using tftopl on cmex10.tfm;
- // they correspond to the font parameters of the extension fonts (family 3).
- // See the TeXbook, page 441. In AMSTeX, the extension fonts scale; to
- // match cmex7, we'd use cmex7.tfm values for script and scriptscript
- // values.
- defaultRuleThickness: [0.04, 0.049, 0.049], // xi8; cmex7: 0.049
- bigOpSpacing1: [0.111, 0.111, 0.111], // xi9
- bigOpSpacing2: [0.166, 0.166, 0.166], // xi10
- bigOpSpacing3: [0.2, 0.2, 0.2], // xi11
- bigOpSpacing4: [0.6, 0.611, 0.611], // xi12; cmex7: 0.611
- bigOpSpacing5: [0.1, 0.143, 0.143], // xi13; cmex7: 0.143
-
- // The \sqrt rule width is taken from the height of the surd character.
- // Since we use the same font at all sizes, this thickness doesn't scale.
- sqrtRuleThickness: [0.04, 0.04, 0.04],
-
- // This value determines how large a pt is, for metrics which are defined
- // in terms of pts.
- // This value is also used in katex.less; if you change it make sure the
- // values match.
- ptPerEm: [10.0, 10.0, 10.0],
-
- // The space between adjacent `|` columns in an array definition. From
- // `\showthe\doublerulesep` in LaTeX. Equals 2.0 / ptPerEm.
- doubleRuleSep: [0.2, 0.2, 0.2]
- };
-
- // This map contains a mapping from font name and character code to character
- // metrics, including height, depth, italic correction, and skew (kern from the
- // character to the corresponding \skewchar)
- // This map is generated via `make metrics`. It should not be changed manually.
-
-
- // These are very rough approximations. We default to Times New Roman which
- // should have Latin-1 and Cyrillic characters, but may not depending on the
- // operating system. The metrics do not account for extra height from the
- // accents. In the case of Cyrillic characters which have both ascenders and
- // descenders we prefer approximations with ascenders, primarily to prevent
- // the fraction bar or root line from intersecting the glyph.
- // TODO(kevinb) allow union of multiple glyph metrics for better accuracy.
- var extraCharacterMap = {
- // Latin-1
- 'À': 'A',
- 'Á': 'A',
- 'Â': 'A',
- 'Ã': 'A',
- 'Ä': 'A',
- 'Å': 'A',
- 'Æ': 'A',
- 'Ç': 'C',
- 'È': 'E',
- 'É': 'E',
- 'Ê': 'E',
- 'Ë': 'E',
- 'Ì': 'I',
- 'Í': 'I',
- 'Î': 'I',
- 'Ï': 'I',
- 'Ð': 'D',
- 'Ñ': 'N',
- 'Ò': 'O',
- 'Ó': 'O',
- 'Ô': 'O',
- 'Õ': 'O',
- 'Ö': 'O',
- 'Ø': 'O',
- 'Ù': 'U',
- 'Ú': 'U',
- 'Û': 'U',
- 'Ü': 'U',
- 'Ý': 'Y',
- 'Þ': 'o',
- 'ß': 'B',
- 'à': 'a',
- 'á': 'a',
- 'â': 'a',
- 'ã': 'a',
- 'ä': 'a',
- 'å': 'a',
- 'æ': 'a',
- 'ç': 'c',
- 'è': 'e',
- 'é': 'e',
- 'ê': 'e',
- 'ë': 'e',
- 'ì': 'i',
- 'í': 'i',
- 'î': 'i',
- 'ï': 'i',
- 'ð': 'd',
- 'ñ': 'n',
- 'ò': 'o',
- 'ó': 'o',
- 'ô': 'o',
- 'õ': 'o',
- 'ö': 'o',
- 'ø': 'o',
- 'ù': 'u',
- 'ú': 'u',
- 'û': 'u',
- 'ü': 'u',
- 'ý': 'y',
- 'þ': 'o',
- 'ÿ': 'y',
-
- // Cyrillic
- 'А': 'A',
- 'Б': 'B',
- 'В': 'B',
- 'Г': 'F',
- 'Д': 'A',
- 'Е': 'E',
- 'Ж': 'K',
- 'З': '3',
- 'И': 'N',
- 'Й': 'N',
- 'К': 'K',
- 'Л': 'N',
- 'М': 'M',
- 'Н': 'H',
- 'О': 'O',
- 'П': 'N',
- 'Р': 'P',
- 'С': 'C',
- 'Т': 'T',
- 'У': 'y',
- 'Ф': 'O',
- 'Х': 'X',
- 'Ц': 'U',
- 'Ч': 'h',
- 'Ш': 'W',
- 'Щ': 'W',
- 'Ъ': 'B',
- 'Ы': 'X',
- 'Ь': 'B',
- 'Э': '3',
- 'Ю': 'X',
- 'Я': 'R',
- 'а': 'a',
- 'б': 'b',
- 'в': 'a',
- 'г': 'r',
- 'д': 'y',
- 'е': 'e',
- 'ж': 'm',
- 'з': 'e',
- 'и': 'n',
- 'й': 'n',
- 'к': 'n',
- 'л': 'n',
- 'м': 'm',
- 'н': 'n',
- 'о': 'o',
- 'п': 'n',
- 'р': 'p',
- 'с': 'c',
- 'т': 'o',
- 'у': 'y',
- 'ф': 'b',
- 'х': 'x',
- 'ц': 'n',
- 'ч': 'n',
- 'ш': 'w',
- 'щ': 'w',
- 'ъ': 'a',
- 'ы': 'm',
- 'ь': 'a',
- 'э': 'e',
- 'ю': 'm',
- 'я': 'r'
- };
-
- /**
- * This function is a convenience function for looking up information in the
- * metricMap table. It takes a character as a string, and a style.
- *
- * Note: the `width` property may be undefined if fontMetricsData.js wasn't
- * built using `Make extended_metrics`.
- */
- var getCharacterMetrics = function getCharacterMetrics(character, style) {
- var ch = character.charCodeAt(0);
- if (character[0] in extraCharacterMap) {
- ch = extraCharacterMap[character[0]].charCodeAt(0);
- } else if (_unicodeRegexes.cjkRegex.test(character[0])) {
- ch = 'M'.charCodeAt(0);
- }
- var metrics = _fontMetricsData2.default[style][ch];
- if (metrics) {
- return {
- depth: metrics[0],
- height: metrics[1],
- italic: metrics[2],
- skew: metrics[3],
- width: metrics[4]
- };
- }
- };
-
- var fontMetricsBySizeIndex = {};
-
- /**
- * Get the font metrics for a given size.
- */
- var getFontMetrics = function getFontMetrics(size) {
- var sizeIndex = void 0;
- if (size >= 5) {
- sizeIndex = 0;
- } else if (size >= 3) {
- sizeIndex = 1;
- } else {
- sizeIndex = 2;
- }
- if (!fontMetricsBySizeIndex[sizeIndex]) {
- var metrics = fontMetricsBySizeIndex[sizeIndex] = {};
- for (var key in sigmasAndXis) {
- if (sigmasAndXis.hasOwnProperty(key)) {
- metrics[key] = sigmasAndXis[key][sizeIndex];
- }
- }
- metrics.cssEmPerMu = metrics.quad / 18;
- }
- return fontMetricsBySizeIndex[sizeIndex];
- };
-
- module.exports = {
- getFontMetrics: getFontMetrics,
- getCharacterMetrics: getCharacterMetrics
- };
-
- },{"./fontMetricsData":42,"./unicodeRegexes":49}],42:[function(require,module,exports){
-
- module.exports = {
- "AMS-Regular": {
- "65": [0, 0.68889, 0, 0],
- "66": [0, 0.68889, 0, 0],
- "67": [0, 0.68889, 0, 0],
- "68": [0, 0.68889, 0, 0],
- "69": [0, 0.68889, 0, 0],
- "70": [0, 0.68889, 0, 0],
- "71": [0, 0.68889, 0, 0],
- "72": [0, 0.68889, 0, 0],
- "73": [0, 0.68889, 0, 0],
- "74": [0.16667, 0.68889, 0, 0],
- "75": [0, 0.68889, 0, 0],
- "76": [0, 0.68889, 0, 0],
- "77": [0, 0.68889, 0, 0],
- "78": [0, 0.68889, 0, 0],
- "79": [0.16667, 0.68889, 0, 0],
- "80": [0, 0.68889, 0, 0],
- "81": [0.16667, 0.68889, 0, 0],
- "82": [0, 0.68889, 0, 0],
- "83": [0, 0.68889, 0, 0],
- "84": [0, 0.68889, 0, 0],
- "85": [0, 0.68889, 0, 0],
- "86": [0, 0.68889, 0, 0],
- "87": [0, 0.68889, 0, 0],
- "88": [0, 0.68889, 0, 0],
- "89": [0, 0.68889, 0, 0],
- "90": [0, 0.68889, 0, 0],
- "107": [0, 0.68889, 0, 0],
- "165": [0, 0.675, 0.025, 0],
- "174": [0.15559, 0.69224, 0, 0],
- "240": [0, 0.68889, 0, 0],
- "295": [0, 0.68889, 0, 0],
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- "40": [0.08333, 0.69444, 0, 0],
- "41": [0.08333, 0.69444, 0, 0],
- "42": [0, 0.52083, 0, 0],
- "43": [-0.08056, 0.53055, 0, 0],
- "44": [0.13889, 0.125, 0, 0],
- "45": [-0.08056, 0.53055, 0, 0],
- "46": [0, 0.125, 0, 0],
- "47": [0.08333, 0.69444, 0, 0],
- "48": [0, 0.61111, 0, 0],
- "49": [0, 0.61111, 0, 0],
- "50": [0, 0.61111, 0, 0],
- "51": [0, 0.61111, 0, 0],
- "52": [0, 0.61111, 0, 0],
- "53": [0, 0.61111, 0, 0],
- "54": [0, 0.61111, 0, 0],
- "55": [0, 0.61111, 0, 0],
- "56": [0, 0.61111, 0, 0],
- "57": [0, 0.61111, 0, 0],
- "58": [0, 0.43056, 0, 0],
- "59": [0.13889, 0.43056, 0, 0],
- "60": [-0.05556, 0.55556, 0, 0],
- "61": [-0.19549, 0.41562, 0, 0],
- "62": [-0.05556, 0.55556, 0, 0],
- "63": [0, 0.61111, 0, 0],
- "64": [0, 0.61111, 0, 0],
- "65": [0, 0.61111, 0, 0],
- "66": [0, 0.61111, 0, 0],
- "67": [0, 0.61111, 0, 0],
- "68": [0, 0.61111, 0, 0],
- "69": [0, 0.61111, 0, 0],
- "70": [0, 0.61111, 0, 0],
- "71": [0, 0.61111, 0, 0],
- "72": [0, 0.61111, 0, 0],
- "73": [0, 0.61111, 0, 0],
- "74": [0, 0.61111, 0, 0],
- "75": [0, 0.61111, 0, 0],
- "76": [0, 0.61111, 0, 0],
- "77": [0, 0.61111, 0, 0],
- "78": [0, 0.61111, 0, 0],
- "79": [0, 0.61111, 0, 0],
- "80": [0, 0.61111, 0, 0],
- "81": [0.13889, 0.61111, 0, 0],
- "82": [0, 0.61111, 0, 0],
- "83": [0, 0.61111, 0, 0],
- "84": [0, 0.61111, 0, 0],
- "85": [0, 0.61111, 0, 0],
- "86": [0, 0.61111, 0, 0],
- "87": [0, 0.61111, 0, 0],
- "88": [0, 0.61111, 0, 0],
- "89": [0, 0.61111, 0, 0],
- "90": [0, 0.61111, 0, 0],
- "91": [0.08333, 0.69444, 0, 0],
- "92": [0.08333, 0.69444, 0, 0],
- "93": [0.08333, 0.69444, 0, 0],
- "94": [0, 0.61111, 0, 0],
- "95": [0.09514, 0, 0, 0],
- "96": [0, 0.61111, 0, 0],
- "97": [0, 0.43056, 0, 0],
- "98": [0, 0.61111, 0, 0],
- "99": [0, 0.43056, 0, 0],
- "100": [0, 0.61111, 0, 0],
- "101": [0, 0.43056, 0, 0],
- "102": [0, 0.61111, 0, 0],
- "103": [0.22222, 0.43056, 0, 0],
- "104": [0, 0.61111, 0, 0],
- "105": [0, 0.61111, 0, 0],
- "106": [0.22222, 0.61111, 0, 0],
- "107": [0, 0.61111, 0, 0],
- "108": [0, 0.61111, 0, 0],
- "109": [0, 0.43056, 0, 0],
- "110": [0, 0.43056, 0, 0],
- "111": [0, 0.43056, 0, 0],
- "112": [0.22222, 0.43056, 0, 0],
- "113": [0.22222, 0.43056, 0, 0],
- "114": [0, 0.43056, 0, 0],
- "115": [0, 0.43056, 0, 0],
- "116": [0, 0.55358, 0, 0],
- "117": [0, 0.43056, 0, 0],
- "118": [0, 0.43056, 0, 0],
- "119": [0, 0.43056, 0, 0],
- "120": [0, 0.43056, 0, 0],
- "121": [0.22222, 0.43056, 0, 0],
- "122": [0, 0.43056, 0, 0],
- "123": [0.08333, 0.69444, 0, 0],
- "124": [0.08333, 0.69444, 0, 0],
- "125": [0.08333, 0.69444, 0, 0],
- "126": [0, 0.61111, 0, 0],
- "127": [0, 0.61111, 0, 0],
- "305": [0, 0.43056, 0, 0],
- "567": [0.22222, 0.43056, 0, 0],
- "768": [0, 0.61111, 0, 0],
- "769": [0, 0.61111, 0, 0],
- "770": [0, 0.61111, 0, 0],
- "771": [0, 0.61111, 0, 0],
- "772": [0, 0.56555, 0, 0],
- "774": [0, 0.61111, 0, 0],
- "776": [0, 0.61111, 0, 0],
- "778": [0, 0.61111, 0, 0],
- "780": [0, 0.56597, 0, 0],
- "915": [0, 0.61111, 0, 0],
- "916": [0, 0.61111, 0, 0],
- "920": [0, 0.61111, 0, 0],
- "923": [0, 0.61111, 0, 0],
- "926": [0, 0.61111, 0, 0],
- "928": [0, 0.61111, 0, 0],
- "931": [0, 0.61111, 0, 0],
- "933": [0, 0.61111, 0, 0],
- "934": [0, 0.61111, 0, 0],
- "936": [0, 0.61111, 0, 0],
- "937": [0, 0.61111, 0, 0],
- "2018": [0, 0.61111, 0, 0],
- "2019": [0, 0.61111, 0, 0],
- "8242": [0, 0.61111, 0, 0]
- }
- };
-
- },{}],43:[function(require,module,exports){
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- var _ParseNode = require("./ParseNode");
-
- var _ParseNode2 = _interopRequireDefault(_ParseNode);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /* This file contains a list of functions that we parse, identified by
- * the calls to defineFunction.
- *
- * The first argument to defineFunction is a single name or a list of names.
- * All functions named in such a list will share a single implementation.
- *
- * Each declared function can have associated properties, which
- * include the following:
- *
- * - numArgs: The number of arguments the function takes.
- * If this is the only property, it can be passed as a number
- * instead of an element of a properties object.
- * - argTypes: (optional) An array corresponding to each argument of the
- * function, giving the type of argument that should be parsed. Its
- * length should be equal to `numArgs + numOptionalArgs`. Valid
- * types:
- * - "size": A size-like thing, such as "1em" or "5ex"
- * - "color": An html color, like "#abc" or "blue"
- * - "original": The same type as the environment that the
- * function being parsed is in (e.g. used for the
- * bodies of functions like \textcolor where the
- * first argument is special and the second
- * argument is parsed normally)
- * Other possible types (probably shouldn't be used)
- * - "text": Text-like (e.g. \text)
- * - "math": Normal math
- * If undefined, this will be treated as an appropriate length
- * array of "original" strings
- * - greediness: (optional) The greediness of the function to use ungrouped
- * arguments.
- *
- * E.g. if you have an expression
- * \sqrt \frac 1 2
- * since \frac has greediness=2 vs \sqrt's greediness=1, \frac
- * will use the two arguments '1' and '2' as its two arguments,
- * then that whole function will be used as the argument to
- * \sqrt. On the other hand, the expressions
- * \frac \frac 1 2 3
- * and
- * \frac \sqrt 1 2
- * will fail because \frac and \frac have equal greediness
- * and \sqrt has a lower greediness than \frac respectively. To
- * make these parse, we would have to change them to:
- * \frac {\frac 1 2} 3
- * and
- * \frac {\sqrt 1} 2
- *
- * The default value is `1`
- * - allowedInText: (optional) Whether or not the function is allowed inside
- * text mode (default false)
- * - numOptionalArgs: (optional) The number of optional arguments the function
- * should parse. If the optional arguments aren't found,
- * `null` will be passed to the handler in their place.
- * (default 0)
- * - infix: (optional) Must be true if the function is an infix operator.
- *
- * The last argument is that implementation, the handler for the function(s).
- * It is called to handle these functions and their arguments.
- * It receives two arguments:
- * - context contains information and references provided by the parser
- * - args is an array of arguments obtained from TeX input
- * The context contains the following properties:
- * - funcName: the text (i.e. name) of the function, including \
- * - parser: the parser object
- * - lexer: the lexer object
- * - positions: the positions in the overall string of the function
- * and the arguments.
- * The latter three should only be used to produce error messages.
- *
- * The function should return an object with the following keys:
- * - type: The type of element that this is. This is then used in
- * buildHTML/buildMathML to determine which function
- * should be called to build this node into a DOM node
- * Any other data can be added to the object, which will be passed
- * in to the function in buildHTML/buildMathML as `group.value`.
- */
-
- function defineFunction(names, props, handler) {
- if (typeof names === "string") {
- names = [names];
- }
- if (typeof props === "number") {
- props = { numArgs: props };
- }
- // Set default values of functions
- var data = {
- numArgs: props.numArgs,
- argTypes: props.argTypes,
- greediness: props.greediness === undefined ? 1 : props.greediness,
- allowedInText: !!props.allowedInText,
- allowedInMath: props.allowedInMath,
- numOptionalArgs: props.numOptionalArgs || 0,
- infix: !!props.infix,
- handler: handler
- };
- for (var i = 0; i < names.length; ++i) {
- module.exports[names[i]] = data;
- }
- }
-
- // Since the corresponding buildHTML/buildMathML function expects a
- // list of elements, we normalize for different kinds of arguments
- var ordargument = function ordargument(arg) {
- if (arg.type === "ordgroup") {
- return arg.value;
- } else {
- return [arg];
- }
- };
-
- // A normal square root
- defineFunction("\\sqrt", {
- numArgs: 1,
- numOptionalArgs: 1
- }, function (context, args) {
- var index = args[0];
- var body = args[1];
- return {
- type: "sqrt",
- body: body,
- index: index
- };
- });
-
- // Non-mathy text, possibly in a font
- var textFunctionStyles = {
- "\\text": undefined, "\\textrm": "mathrm", "\\textsf": "mathsf",
- "\\texttt": "mathtt", "\\textnormal": "mathrm", "\\textbf": "mathbf",
- "\\textit": "textit"
- };
-
- defineFunction(["\\text", "\\textrm", "\\textsf", "\\texttt", "\\textnormal", "\\textbf", "\\textit"], {
- numArgs: 1,
- argTypes: ["text"],
- greediness: 2,
- allowedInText: true
- }, function (context, args) {
- var body = args[0];
- return {
- type: "text",
- body: ordargument(body),
- style: textFunctionStyles[context.funcName]
- };
- });
-
- // A two-argument custom color
- defineFunction("\\textcolor", {
- numArgs: 2,
- allowedInText: true,
- greediness: 3,
- argTypes: ["color", "original"]
- }, function (context, args) {
- var color = args[0];
- var body = args[1];
- return {
- type: "color",
- color: color.value,
- value: ordargument(body)
- };
- });
-
- // \color is handled in Parser.js's parseImplicitGroup
- defineFunction("\\color", {
- numArgs: 1,
- allowedInText: true,
- greediness: 3,
- argTypes: ["color"]
- }, null);
-
- // An overline
- defineFunction("\\overline", {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "overline",
- body: body
- };
- });
-
- // An underline
- defineFunction("\\underline", {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "underline",
- body: body
- };
- });
-
- // A box of the width and height
- defineFunction("\\rule", {
- numArgs: 2,
- numOptionalArgs: 1,
- argTypes: ["size", "size", "size"]
- }, function (context, args) {
- var shift = args[0];
- var width = args[1];
- var height = args[2];
- return {
- type: "rule",
- shift: shift && shift.value,
- width: width.value,
- height: height.value
- };
- });
-
- // TODO: In TeX, \mkern only accepts mu-units, and \kern does not accept
- // mu-units. In current KaTeX we relax this; both commands accept any unit.
- defineFunction(["\\kern", "\\mkern"], {
- numArgs: 1,
- argTypes: ["size"]
- }, function (context, args) {
- return {
- type: "kern",
- dimension: args[0].value
- };
- });
-
- // A KaTeX logo
- defineFunction("\\KaTeX", {
- numArgs: 0
- }, function (context) {
- return {
- type: "katex"
- };
- });
-
- defineFunction("\\phantom", {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "phantom",
- value: ordargument(body)
- };
- });
-
- // Math class commands except \mathop
- defineFunction(["\\mathord", "\\mathbin", "\\mathrel", "\\mathopen", "\\mathclose", "\\mathpunct", "\\mathinner"], {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "mclass",
- mclass: "m" + context.funcName.substr(5),
- value: ordargument(body)
- };
- });
-
- // Build a relation by placing one symbol on top of another
- defineFunction("\\stackrel", {
- numArgs: 2
- }, function (context, args) {
- var top = args[0];
- var bottom = args[1];
-
- var bottomop = new _ParseNode2.default("op", {
- type: "op",
- limits: true,
- alwaysHandleSupSub: true,
- symbol: false,
- value: ordargument(bottom)
- }, bottom.mode);
-
- var supsub = new _ParseNode2.default("supsub", {
- base: bottomop,
- sup: top,
- sub: null
- }, top.mode);
-
- return {
- type: "mclass",
- mclass: "mrel",
- value: [supsub]
- };
- });
-
- // \mod-type functions
- defineFunction("\\bmod", {
- numArgs: 0
- }, function (context, args) {
- return {
- type: "mod",
- modType: "bmod",
- value: null
- };
- });
-
- defineFunction(["\\pod", "\\pmod", "\\mod"], {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "mod",
- modType: context.funcName.substr(1),
- value: ordargument(body)
- };
- });
-
- // Extra data needed for the delimiter handler down below
- var delimiterSizes = {
- "\\bigl": { mclass: "mopen", size: 1 },
- "\\Bigl": { mclass: "mopen", size: 2 },
- "\\biggl": { mclass: "mopen", size: 3 },
- "\\Biggl": { mclass: "mopen", size: 4 },
- "\\bigr": { mclass: "mclose", size: 1 },
- "\\Bigr": { mclass: "mclose", size: 2 },
- "\\biggr": { mclass: "mclose", size: 3 },
- "\\Biggr": { mclass: "mclose", size: 4 },
- "\\bigm": { mclass: "mrel", size: 1 },
- "\\Bigm": { mclass: "mrel", size: 2 },
- "\\biggm": { mclass: "mrel", size: 3 },
- "\\Biggm": { mclass: "mrel", size: 4 },
- "\\big": { mclass: "mord", size: 1 },
- "\\Big": { mclass: "mord", size: 2 },
- "\\bigg": { mclass: "mord", size: 3 },
- "\\Bigg": { mclass: "mord", size: 4 }
- };
-
- var delimiters = ["(", ")", "[", "\\lbrack", "]", "\\rbrack", "\\{", "\\lbrace", "\\}", "\\rbrace", "\\lfloor", "\\rfloor", "\\lceil", "\\rceil", "<", ">", "\\langle", "\\rangle", "\\lt", "\\gt", "\\lvert", "\\rvert", "\\lVert", "\\rVert", "\\lgroup", "\\rgroup", "\\lmoustache", "\\rmoustache", "/", "\\backslash", "|", "\\vert", "\\|", "\\Vert", "\\uparrow", "\\Uparrow", "\\downarrow", "\\Downarrow", "\\updownarrow", "\\Updownarrow", "."];
-
- var fontAliases = {
- "\\Bbb": "\\mathbb",
- "\\bold": "\\mathbf",
- "\\frak": "\\mathfrak"
- };
-
- // Single-argument color functions
- defineFunction(["\\blue", "\\orange", "\\pink", "\\red", "\\green", "\\gray", "\\purple", "\\blueA", "\\blueB", "\\blueC", "\\blueD", "\\blueE", "\\tealA", "\\tealB", "\\tealC", "\\tealD", "\\tealE", "\\greenA", "\\greenB", "\\greenC", "\\greenD", "\\greenE", "\\goldA", "\\goldB", "\\goldC", "\\goldD", "\\goldE", "\\redA", "\\redB", "\\redC", "\\redD", "\\redE", "\\maroonA", "\\maroonB", "\\maroonC", "\\maroonD", "\\maroonE", "\\purpleA", "\\purpleB", "\\purpleC", "\\purpleD", "\\purpleE", "\\mintA", "\\mintB", "\\mintC", "\\grayA", "\\grayB", "\\grayC", "\\grayD", "\\grayE", "\\grayF", "\\grayG", "\\grayH", "\\grayI", "\\kaBlue", "\\kaGreen"], {
- numArgs: 1,
- allowedInText: true,
- greediness: 3
- }, function (context, args) {
- var body = args[0];
- return {
- type: "color",
- color: "katex-" + context.funcName.slice(1),
- value: ordargument(body)
- };
- });
-
- // There are 2 flags for operators; whether they produce limits in
- // displaystyle, and whether they are symbols and should grow in
- // displaystyle. These four groups cover the four possible choices.
-
- // No limits, not symbols
- defineFunction(["\\arcsin", "\\arccos", "\\arctan", "\\arctg", "\\arcctg", "\\arg", "\\ch", "\\cos", "\\cosec", "\\cosh", "\\cot", "\\cotg", "\\coth", "\\csc", "\\ctg", "\\cth", "\\deg", "\\dim", "\\exp", "\\hom", "\\ker", "\\lg", "\\ln", "\\log", "\\sec", "\\sin", "\\sinh", "\\sh", "\\tan", "\\tanh", "\\tg", "\\th"], {
- numArgs: 0
- }, function (context) {
- return {
- type: "op",
- limits: false,
- symbol: false,
- body: context.funcName
- };
- });
-
- // Limits, not symbols
- defineFunction(["\\det", "\\gcd", "\\inf", "\\lim", "\\liminf", "\\limsup", "\\max", "\\min", "\\Pr", "\\sup"], {
- numArgs: 0
- }, function (context) {
- return {
- type: "op",
- limits: true,
- symbol: false,
- body: context.funcName
- };
- });
-
- // No limits, symbols
- defineFunction(["\\int", "\\iint", "\\iiint", "\\oint"], {
- numArgs: 0
- }, function (context) {
- return {
- type: "op",
- limits: false,
- symbol: true,
- body: context.funcName
- };
- });
-
- // Limits, symbols
- defineFunction(["\\coprod", "\\bigvee", "\\bigwedge", "\\biguplus", "\\bigcap", "\\bigcup", "\\intop", "\\prod", "\\sum", "\\bigotimes", "\\bigoplus", "\\bigodot", "\\bigsqcup", "\\smallint"], {
- numArgs: 0
- }, function (context) {
- return {
- type: "op",
- limits: true,
- symbol: true,
- body: context.funcName
- };
- });
-
- // \mathop class command
- defineFunction("\\mathop", {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "op",
- limits: false,
- symbol: false,
- value: ordargument(body)
- };
- });
-
- // Fractions
- defineFunction(["\\dfrac", "\\frac", "\\tfrac", "\\dbinom", "\\binom", "\\tbinom", "\\\\atopfrac"], {
- numArgs: 2,
- greediness: 2
- }, function (context, args) {
- var numer = args[0];
- var denom = args[1];
- var hasBarLine = void 0;
- var leftDelim = null;
- var rightDelim = null;
- var size = "auto";
-
- switch (context.funcName) {
- case "\\dfrac":
- case "\\frac":
- case "\\tfrac":
- hasBarLine = true;
- break;
- case "\\\\atopfrac":
- hasBarLine = false;
- break;
- case "\\dbinom":
- case "\\binom":
- case "\\tbinom":
- hasBarLine = false;
- leftDelim = "(";
- rightDelim = ")";
- break;
- default:
- throw new Error("Unrecognized genfrac command");
- }
-
- switch (context.funcName) {
- case "\\dfrac":
- case "\\dbinom":
- size = "display";
- break;
- case "\\tfrac":
- case "\\tbinom":
- size = "text";
- break;
- }
-
- return {
- type: "genfrac",
- numer: numer,
- denom: denom,
- hasBarLine: hasBarLine,
- leftDelim: leftDelim,
- rightDelim: rightDelim,
- size: size
- };
- });
-
- // Left and right overlap functions
- defineFunction(["\\llap", "\\rlap"], {
- numArgs: 1,
- allowedInText: true
- }, function (context, args) {
- var body = args[0];
- return {
- type: context.funcName.slice(1),
- body: body
- };
- });
-
- // Delimiter functions
- var checkDelimiter = function checkDelimiter(delim, context) {
- if (_utils2.default.contains(delimiters, delim.value)) {
- return delim;
- } else {
- throw new _ParseError2.default("Invalid delimiter: '" + delim.value + "' after '" + context.funcName + "'", delim);
- }
- };
-
- defineFunction(["\\bigl", "\\Bigl", "\\biggl", "\\Biggl", "\\bigr", "\\Bigr", "\\biggr", "\\Biggr", "\\bigm", "\\Bigm", "\\biggm", "\\Biggm", "\\big", "\\Big", "\\bigg", "\\Bigg"], {
- numArgs: 1
- }, function (context, args) {
- var delim = checkDelimiter(args[0], context);
-
- return {
- type: "delimsizing",
- size: delimiterSizes[context.funcName].size,
- mclass: delimiterSizes[context.funcName].mclass,
- value: delim.value
- };
- });
-
- defineFunction(["\\left", "\\right"], {
- numArgs: 1
- }, function (context, args) {
- var delim = checkDelimiter(args[0], context);
-
- // \left and \right are caught somewhere in Parser.js, which is
- // why this data doesn't match what is in buildHTML.
- return {
- type: "leftright",
- value: delim.value
- };
- });
-
- defineFunction("\\middle", {
- numArgs: 1
- }, function (context, args) {
- var delim = checkDelimiter(args[0], context);
- if (!context.parser.leftrightDepth) {
- throw new _ParseError2.default("\\middle without preceding \\left", delim);
- }
-
- return {
- type: "middle",
- value: delim.value
- };
- });
-
- // Sizing functions (handled in Parser.js explicitly, hence no handler)
- defineFunction(["\\tiny", "\\scriptsize", "\\footnotesize", "\\small", "\\normalsize", "\\large", "\\Large", "\\LARGE", "\\huge", "\\Huge"], 0, null);
-
- // Style changing functions (handled in Parser.js explicitly, hence no
- // handler)
- defineFunction(["\\displaystyle", "\\textstyle", "\\scriptstyle", "\\scriptscriptstyle"], 0, null);
-
- // Old font changing functions
- defineFunction(["\\rm", "\\sf", "\\tt", "\\bf", "\\it"], 0, null);
-
- defineFunction([
- // styles
- "\\mathrm", "\\mathit", "\\mathbf",
-
- // families
- "\\mathbb", "\\mathcal", "\\mathfrak", "\\mathscr", "\\mathsf", "\\mathtt",
-
- // aliases
- "\\Bbb", "\\bold", "\\frak"], {
- numArgs: 1,
- greediness: 2
- }, function (context, args) {
- var body = args[0];
- var func = context.funcName;
- if (func in fontAliases) {
- func = fontAliases[func];
- }
- return {
- type: "font",
- font: func.slice(1),
- body: body
- };
- });
-
- // Accents
- defineFunction(["\\acute", "\\grave", "\\ddot", "\\tilde", "\\bar", "\\breve", "\\check", "\\hat", "\\vec", "\\dot", "\\widehat", "\\widetilde", "\\overrightarrow", "\\overleftarrow", "\\Overrightarrow", "\\overleftrightarrow", "\\overgroup", "\\overlinesegment", "\\overleftharpoon", "\\overrightharpoon"], {
- numArgs: 1
- }, function (context, args) {
- var base = args[0];
-
- var isStretchy = !_utils2.default.contains(["\\acute", "\\grave", "\\ddot", "\\tilde", "\\bar", "\\breve", "\\check", "\\hat", "\\vec", "\\dot"], context.funcName);
-
- var isShifty = !isStretchy || _utils2.default.contains(["\\widehat", "\\widetilde"], context.funcName);
-
- return {
- type: "accent",
- label: context.funcName,
- isStretchy: isStretchy,
- isShifty: isShifty,
- value: ordargument(base),
- base: base
- };
- });
-
- // Text-mode accents
- defineFunction(["\\'", "\\`", "\\^", "\\~", "\\=", "\\u", "\\.", '\\"', "\\r", "\\H", "\\v"], {
- numArgs: 1,
- allowedInText: true,
- allowedInMath: false
- }, function (context, args) {
- var base = args[0];
-
- return {
- type: "accent",
- label: context.funcName,
- isStretchy: false,
- isShifty: true,
- value: ordargument(base),
- base: base
- };
- });
-
- // Horizontal stretchy braces
- defineFunction(["\\overbrace", "\\underbrace"], {
- numArgs: 1
- }, function (context, args) {
- var base = args[0];
- return {
- type: "horizBrace",
- label: context.funcName,
- isOver: /^\\over/.test(context.funcName),
- base: base
- };
- });
-
- // Stretchy accents under the body
- defineFunction(["\\underleftarrow", "\\underrightarrow", "\\underleftrightarrow", "\\undergroup", "\\underlinesegment", "\\undertilde"], {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "accentUnder",
- label: context.funcName,
- value: ordargument(body),
- body: body
- };
- });
-
- // Stretchy arrows with an optional argument
- defineFunction(["\\xleftarrow", "\\xrightarrow", "\\xLeftarrow", "\\xRightarrow", "\\xleftrightarrow", "\\xLeftrightarrow", "\\xhookleftarrow", "\\xhookrightarrow", "\\xmapsto", "\\xrightharpoondown", "\\xrightharpoonup", "\\xleftharpoondown", "\\xleftharpoonup", "\\xrightleftharpoons", "\\xleftrightharpoons", "\\xLongequal", "\\xtwoheadrightarrow", "\\xtwoheadleftarrow", "\\xLongequal", "\\xtofrom"], {
- numArgs: 1,
- numOptionalArgs: 1
- }, function (context, args) {
- var below = args[0];
- var body = args[1];
- return {
- type: "xArrow", // x for extensible
- label: context.funcName,
- body: body,
- below: below
- };
- });
-
- // enclose
- defineFunction(["\\cancel", "\\bcancel", "\\xcancel", "\\sout", "\\fbox"], {
- numArgs: 1
- }, function (context, args) {
- var body = args[0];
- return {
- type: "enclose",
- label: context.funcName,
- body: body
- };
- });
-
- // Infix generalized fractions
- defineFunction(["\\over", "\\choose", "\\atop"], {
- numArgs: 0,
- infix: true
- }, function (context) {
- var replaceWith = void 0;
- switch (context.funcName) {
- case "\\over":
- replaceWith = "\\frac";
- break;
- case "\\choose":
- replaceWith = "\\binom";
- break;
- case "\\atop":
- replaceWith = "\\\\atopfrac";
- break;
- default:
- throw new Error("Unrecognized infix genfrac command");
- }
- return {
- type: "infix",
- replaceWith: replaceWith,
- token: context.token
- };
- });
-
- // Row breaks for aligned data
- defineFunction(["\\\\", "\\cr"], {
- numArgs: 0,
- numOptionalArgs: 1,
- argTypes: ["size"]
- }, function (context, args) {
- var size = args[0];
- return {
- type: "cr",
- size: size
- };
- });
-
- // Environment delimiters
- defineFunction(["\\begin", "\\end"], {
- numArgs: 1,
- argTypes: ["text"]
- }, function (context, args) {
- var nameGroup = args[0];
- if (nameGroup.type !== "ordgroup") {
- throw new _ParseError2.default("Invalid environment name", nameGroup);
- }
- var name = "";
- for (var i = 0; i < nameGroup.value.length; ++i) {
- name += nameGroup.value[i].value;
- }
- return {
- type: "environment",
- name: name,
- nameGroup: nameGroup
- };
- });
-
- },{"./ParseError":29,"./ParseNode":30,"./utils":51}],44:[function(require,module,exports){
-
- /**
- * Predefined macros for KaTeX.
- * This can be used to define some commands in terms of others.
- */
-
- // This function might one day accept additional argument and do more things.
- function defineMacro(name, body) {
- module.exports[name] = body;
- }
-
- //////////////////////////////////////////////////////////////////////
- // basics
- defineMacro("\\bgroup", "{");
- defineMacro("\\egroup", "}");
- defineMacro("\\begingroup", "{");
- defineMacro("\\endgroup", "}");
-
- // We don't distinguish between math and nonmath kerns.
- // (In TeX, the mu unit works only with \mkern.)
- defineMacro("\\mkern", "\\kern");
-
- //////////////////////////////////////////////////////////////////////
- // amsmath.sty
-
- // \def\overset#1#2{\binrel@{#2}\binrel@@{\mathop{\kern\z@#2}\limits^{#1}}}
- defineMacro("\\overset", "\\mathop{#2}\\limits^{#1}");
- defineMacro("\\underset", "\\mathop{#2}\\limits_{#1}");
-
- // \newcommand{\boxed}[1]{\fbox{\m@th$\displaystyle#1$}}
- defineMacro("\\boxed", "\\fbox{\\displaystyle{#1}}");
-
- //TODO: When implementing \dots, should ideally add the \DOTSB indicator
- // into the macro, to indicate these are binary operators.
- // \def\iff{\DOTSB\;\Longleftrightarrow\;}
- // \def\implies{\DOTSB\;\Longrightarrow\;}
- // \def\impliedby{\DOTSB\;\Longleftarrow\;}
- defineMacro("\\iff", "\\;\\Longleftrightarrow\\;");
- defineMacro("\\implies", "\\;\\Longrightarrow\\;");
- defineMacro("\\impliedby", "\\;\\Longleftarrow\\;");
-
- //////////////////////////////////////////////////////////////////////
- // mathtools.sty
-
- //\providecommand\ordinarycolon{:}
- defineMacro("\\ordinarycolon", ":");
- //\def\vcentcolon{\mathrel{\mathop\ordinarycolon}}
- //TODO(edemaine): Not yet centered. Fix via \raisebox or #726
- defineMacro("\\vcentcolon", "\\mathrel{\\mathop\\ordinarycolon}");
- // \providecommand*\dblcolon{\vcentcolon\mathrel{\mkern-.9mu}\vcentcolon}
- defineMacro("\\dblcolon", "\\vcentcolon\\mathrel{\\mkern-.9mu}\\vcentcolon");
- // \providecommand*\coloneqq{\vcentcolon\mathrel{\mkern-1.2mu}=}
- defineMacro("\\coloneqq", "\\vcentcolon\\mathrel{\\mkern-1.2mu}=");
- // \providecommand*\Coloneqq{\dblcolon\mathrel{\mkern-1.2mu}=}
- defineMacro("\\Coloneqq", "\\dblcolon\\mathrel{\\mkern-1.2mu}=");
- // \providecommand*\coloneq{\vcentcolon\mathrel{\mkern-1.2mu}\mathrel{-}}
- defineMacro("\\coloneq", "\\vcentcolon\\mathrel{\\mkern-1.2mu}\\mathrel{-}");
- // \providecommand*\Coloneq{\dblcolon\mathrel{\mkern-1.2mu}\mathrel{-}}
- defineMacro("\\Coloneq", "\\dblcolon\\mathrel{\\mkern-1.2mu}\\mathrel{-}");
- // \providecommand*\eqqcolon{=\mathrel{\mkern-1.2mu}\vcentcolon}
- defineMacro("\\eqqcolon", "=\\mathrel{\\mkern-1.2mu}\\vcentcolon");
- // \providecommand*\Eqqcolon{=\mathrel{\mkern-1.2mu}\dblcolon}
- defineMacro("\\Eqqcolon", "=\\mathrel{\\mkern-1.2mu}\\dblcolon");
- // \providecommand*\eqcolon{\mathrel{-}\mathrel{\mkern-1.2mu}\vcentcolon}
- defineMacro("\\eqcolon", "\\mathrel{-}\\mathrel{\\mkern-1.2mu}\\vcentcolon");
- // \providecommand*\Eqcolon{\mathrel{-}\mathrel{\mkern-1.2mu}\dblcolon}
- defineMacro("\\Eqcolon", "\\mathrel{-}\\mathrel{\\mkern-1.2mu}\\dblcolon");
- // \providecommand*\colonapprox{\vcentcolon\mathrel{\mkern-1.2mu}\approx}
- defineMacro("\\colonapprox", "\\vcentcolon\\mathrel{\\mkern-1.2mu}\\approx");
- // \providecommand*\Colonapprox{\dblcolon\mathrel{\mkern-1.2mu}\approx}
- defineMacro("\\Colonapprox", "\\dblcolon\\mathrel{\\mkern-1.2mu}\\approx");
- // \providecommand*\colonsim{\vcentcolon\mathrel{\mkern-1.2mu}\sim}
- defineMacro("\\colonsim", "\\vcentcolon\\mathrel{\\mkern-1.2mu}\\sim");
- // \providecommand*\Colonsim{\dblcolon\mathrel{\mkern-1.2mu}\sim}
- defineMacro("\\Colonsim", "\\dblcolon\\mathrel{\\mkern-1.2mu}\\sim");
-
- //////////////////////////////////////////////////////////////////////
- // colonequals.sty
-
- // Alternate names for mathtools's macros:
- defineMacro("\\ratio", "\\vcentcolon");
- defineMacro("\\coloncolon", "\\dblcolon");
- defineMacro("\\colonequals", "\\coloneqq");
- defineMacro("\\coloncolonequals", "\\Coloneqq");
- defineMacro("\\equalscolon", "\\eqqcolon");
- defineMacro("\\equalscoloncolon", "\\Eqqcolon");
- defineMacro("\\colonminus", "\\coloneq");
- defineMacro("\\coloncolonminus", "\\Coloneq");
- defineMacro("\\minuscolon", "\\eqcolon");
- defineMacro("\\minuscoloncolon", "\\Eqcolon");
- // \colonapprox name is same in mathtools and colonequals.
- defineMacro("\\coloncolonapprox", "\\Colonapprox");
- // \colonsim name is same in mathtools and colonequals.
- defineMacro("\\coloncolonsim", "\\Colonsim");
-
- // Additional macros, implemented by analogy with mathtools definitions:
- defineMacro("\\simcolon", "\\sim\\mathrel{\\mkern-1.2mu}\\vcentcolon");
- defineMacro("\\simcoloncolon", "\\sim\\mathrel{\\mkern-1.2mu}\\dblcolon");
- defineMacro("\\approxcolon", "\\approx\\mathrel{\\mkern-1.2mu}\\vcentcolon");
- defineMacro("\\approxcoloncolon", "\\approx\\mathrel{\\mkern-1.2mu}\\dblcolon");
-
- },{}],45:[function(require,module,exports){
-
- var _classCallCheck2 = require("babel-runtime/helpers/classCallCheck");
-
- var _classCallCheck3 = _interopRequireDefault(_classCallCheck2);
-
- var _createClass2 = require("babel-runtime/helpers/createClass");
-
- var _createClass3 = _interopRequireDefault(_createClass2);
-
- var _utils = require("./utils");
-
- var _utils2 = _interopRequireDefault(_utils);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * This node represents a general purpose MathML node of any type. The
- * constructor requires the type of node to create (for example, `"mo"` or
- * `"mspace"`, corresponding to `` and `` tags).
- */
- var MathNode = function () {
- function MathNode(type, children) {
- (0, _classCallCheck3.default)(this, MathNode);
-
- this.type = type;
- this.attributes = {};
- this.children = children || [];
- }
-
- /**
- * Sets an attribute on a MathML node. MathML depends on attributes to convey a
- * semantic content, so this is used heavily.
- */
-
-
- (0, _createClass3.default)(MathNode, [{
- key: "setAttribute",
- value: function setAttribute(name, value) {
- this.attributes[name] = value;
- }
-
- /**
- * Converts the math node into a MathML-namespaced DOM element.
- */
-
- }, {
- key: "toNode",
- value: function toNode() {
- var node = document.createElementNS("http://www.w3.org/1998/Math/MathML", this.type);
-
- for (var attr in this.attributes) {
- if (Object.prototype.hasOwnProperty.call(this.attributes, attr)) {
- node.setAttribute(attr, this.attributes[attr]);
- }
- }
-
- for (var i = 0; i < this.children.length; i++) {
- node.appendChild(this.children[i].toNode());
- }
-
- return node;
- }
-
- /**
- * Converts the math node into an HTML markup string.
- */
-
- }, {
- key: "toMarkup",
- value: function toMarkup() {
- var markup = "<" + this.type;
-
- // Add the attributes
- for (var attr in this.attributes) {
- if (Object.prototype.hasOwnProperty.call(this.attributes, attr)) {
- markup += " " + attr + "=\"";
- markup += _utils2.default.escape(this.attributes[attr]);
- markup += "\"";
- }
- }
-
- markup += ">";
-
- for (var i = 0; i < this.children.length; i++) {
- markup += this.children[i].toMarkup();
- }
-
- markup += "";
-
- return markup;
- }
- }]);
- return MathNode;
- }();
-
- /**
- * This node represents a piece of text.
- */
- /**
- * These objects store data about MathML nodes. This is the MathML equivalent
- * of the types in domTree.js. Since MathML handles its own rendering, and
- * since we're mainly using MathML to improve accessibility, we don't manage
- * any of the styling state that the plain DOM nodes do.
- *
- * The `toNode` and `toMarkup` functions work simlarly to how they do in
- * domTree.js, creating namespaced DOM nodes and HTML text markup respectively.
- */
-
- var TextNode = function () {
- function TextNode(text) {
- (0, _classCallCheck3.default)(this, TextNode);
-
- this.text = text;
- }
-
- /**
- * Converts the text node into a DOM text node.
- */
-
-
- (0, _createClass3.default)(TextNode, [{
- key: "toNode",
- value: function toNode() {
- return document.createTextNode(this.text);
- }
-
- /**
- * Converts the text node into HTML markup (which is just the text itself).
- */
-
- }, {
- key: "toMarkup",
- value: function toMarkup() {
- return _utils2.default.escape(this.text);
- }
- }]);
- return TextNode;
- }();
-
- module.exports = {
- MathNode: MathNode,
- TextNode: TextNode
- };
-
- },{"./utils":51,"babel-runtime/helpers/classCallCheck":4,"babel-runtime/helpers/createClass":5}],46:[function(require,module,exports){
-
- var _Parser = require('./Parser');
-
- var _Parser2 = _interopRequireDefault(_Parser);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- /**
- * Parses an expression using a Parser, then returns the parsed result.
- */
- var parseTree = function parseTree(toParse, settings) {
- if (!(typeof toParse === 'string' || toParse instanceof String)) {
- throw new TypeError('KaTeX can only parse string typed expression');
- }
- var parser = new _Parser2.default(toParse, settings);
-
- return parser.parse();
- }; /**
- * Provides a single function for parsing an expression using a Parser
- * TODO(emily): Remove this
- */
-
- module.exports = parseTree;
-
- },{"./Parser":31}],47:[function(require,module,exports){
-
- /**
- * This file provides support to buildMathML.js and buildHTML.js
- * for stretchy wide elements rendered from SVG files
- * and other CSS trickery.
- */
-
- var buildCommon = require("./buildCommon");
- var mathMLTree = require("./mathMLTree");
- var utils = require("./utils");
-
- var stretchyCodePoint = {
- widehat: "^",
- widetilde: "~",
- undertilde: "~",
- overleftarrow: "\u2190",
- underleftarrow: "\u2190",
- xleftarrow: "\u2190",
- overrightarrow: "\u2192",
- underrightarrow: "\u2192",
- xrightarrow: "\u2192",
- underbrace: "\u23B5",
- overbrace: "\u23DE",
- overleftrightarrow: "\u2194",
- underleftrightarrow: "\u2194",
- xleftrightarrow: "\u2194",
- Overrightarrow: "\u21D2",
- xRightarrow: "\u21D2",
- overleftharpoon: "\u21BC",
- xleftharpoonup: "\u21BC",
- overrightharpoon: "\u21C0",
- xrightharpoonup: "\u21C0",
- xLeftarrow: "\u21D0",
- xLeftrightarrow: "\u21D4",
- xhookleftarrow: "\u21A9",
- xhookrightarrow: "\u21AA",
- xmapsto: "\u21A6",
- xrightharpoondown: "\u21C1",
- xleftharpoondown: "\u21BD",
- xrightleftharpoons: "\u21CC",
- xleftrightharpoons: "\u21CB",
- xtwoheadleftarrow: "\u219E",
- xtwoheadrightarrow: "\u21A0",
- xLongequal: "=",
- xtofrom: "\u21C4"
- };
-
- var mathMLnode = function mathMLnode(label) {
- var node = new mathMLTree.MathNode("mo", [new mathMLTree.TextNode(stretchyCodePoint[label.substr(1)])]);
- node.setAttribute("stretchy", "true");
- return node;
- };
-
- // In the katexImagesData object just below, the dimensions all
- // correspond to path geometry inside the relevant SVG.
- // For example, \rightarrow uses the same arrowhead as glyph U+2192
- // from the KaTeX Main font. The scaling factor is 1000.
- // That is, inside the font, that arrowhead is 522 units tall, which
- // corresponds to 0.522 em inside the document.
- // And for extensible arrows, we split that distance around the math axis.
-
- var katexImagesData = {
- // height, depth, imageName, minWidth
- overleftarrow: [0.522, 0, "leftarrow", 0.5],
- underleftarrow: [0.522, 0, "leftarrow", 0.5],
- xleftarrow: [0.261, 0.261, "leftarrow", 0.783],
- overrightarrow: [0.522, 0, "rightarrow", 0.5],
- underrightarrow: [0.522, 0, "rightarrow", 0.5],
- xrightarrow: [0.261, 0.261, "rightarrow", 0.783],
- overbrace: [0.548, 0, "overbrace", 1.6],
- underbrace: [0.548, 0, "underbrace", 1.6],
- overleftrightarrow: [0.522, 0, "leftrightarrow", 0.5],
- underleftrightarrow: [0.522, 0, "leftrightarrow", 0.5],
- xleftrightarrow: [0.261, 0.261, "leftrightarrow", 0.783],
- Overrightarrow: [0.56, 0, "doublerightarrow", 0.5],
- xLeftarrow: [0.28, 0.28, "doubleleftarrow", 0.783],
- xRightarrow: [0.28, 0.28, "doublerightarrow", 0.783],
- xLeftrightarrow: [0.28, 0.28, "doubleleftrightarrow", 0.955],
- overleftharpoon: [0.522, 0, "leftharpoon", 0.5],
- overrightharpoon: [0.522, 0, "rightharpoon", 0.5],
- xleftharpoonup: [0.261, 0.261, "leftharpoon", 0.783],
- xrightharpoonup: [0.261, 0.261, "rightharpoon", 0.783],
- xhookleftarrow: [0.261, 0.261, "hookleftarrow", 0.87],
- xhookrightarrow: [0.261, 0.261, "hookrightarrow", 0.87],
- overlinesegment: [0.414, 0, "linesegment", 0.5],
- underlinesegment: [0.414, 0, "linesegment", 0.5],
- xmapsto: [0.261, 0.261, "mapsto", 0.783],
- xrightharpoondown: [0.261, 0.261, "rightharpoondown", 0.783],
- xleftharpoondown: [0.261, 0.261, "leftharpoondown", 0.783],
- xrightleftharpoons: [0.358, 0.358, "rightleftharpoons", 0.716],
- xleftrightharpoons: [0.358, 0.358, "leftrightharpoons", 0.716],
- overgroup: [0.342, 0, "overgroup", 0.87],
- undergroup: [0.342, 0, "undergroup", 0.87],
- xtwoheadleftarrow: [0.167, 0.167, "twoheadleftarrow", 0.86],
- xtwoheadrightarrow: [0.167, 0.167, "twoheadrightarrow", 0.86],
- xLongequal: [0.167, 0.167, "longequal", 0.5],
- xtofrom: [0.264, 0.264, "tofrom", 0.86]
- };
-
- // Many of the KaTeX SVG images have been adapted from glyphs in KaTeX fonts.
- // Copyright (c) 2009-2010, Design Science, Inc. ()
- // Copyright (c) 2014-2017 Khan Academy ()
- // Licensed under the SIL Open Font License, Version 1.1.
- // See \nhttp://scripts.sil.org/OFL
-
- // Nested SVGs
- // Many of the KaTeX SVG images contain a nested SVG. This is done to
- // achieve a stretchy image while avoiding distortion of arrowheads or
- // brace corners.
-
- // The inner SVG typically contains a very long (400 em) arrow.
-
- // The outer SVG acts like a window that exposes only part of the inner SVG.
- // The outer SVG will grow or shrink to match the dimensions set by CSS.
-
- // The inner SVG always has a longer, thinner aspect ratio than the outer
- // SVG. After the inner SVG fills 100% of the height of the outer SVG,
- // there is a long arrow shaft left over. That left-over shaft is not shown.
- // Instead, it is sliced off because the inner SVG is set to
- // "preserveAspectRatio='... slice'".
-
- // Thus, the reader sees an arrow that matches the subject matter width
- // without distortion.
-
- // Some functions, such as \cancel, need to vary their aspect ratio. These
- // functions do not get the nested SVG treatment.
-
- // Second Brush Stroke
- // Low resolution monitors struggle to display images in fine detail.
- // So browsers apply anti-aliasing. A long straight arrow shaft therefore
- // will sometimes appear as if it has a blurred edge.
-
- // To mitigate this, these SVG files contain a second "brush-stroke" on the
- // arrow shafts. That is, a second long thin rectangular SVG path has been
- // written directly on top of each arrow shaft. This reinforcement causes
- // some of the screen pixels to display as black instead of the anti-aliased
- // gray pixel that a single path would generate. So we get arrow shafts
- // whose edges appear to be sharper.
-
- var svgPath = {
- doubleleftarrow: "" + svgPath["doubleleftarrow"] + " ",
-
- // doubleleftrightarrow is from glyph U+21D4 in font KaTeX Main
- doubleleftrightarrow: ">" + svgPath["doubleleftarrow"] + " \n" + svgPath["doublerightarrow"] + " ",
-
- // doublerightarrow is from glyph U+21D2 in font KaTeX Main
- doublerightarrow: ">" + svgPath["doublerightarrow"] + " ",
-
- // hookleftarrow is from glyph U+21A9 in font KaTeX Main
- hookleftarrow: ">" + svgPath["leftarrow"] + " \n" + svgPath["rightarrow"] + " ",
-
- // leftarrow is from glyph U+2190 in font KaTeX Main
- leftarrow: ">" + svgPath["leftarrow"] + " ",
-
- // leftharpoon is from glyph U+21BD in font KaTeX Main
- leftharpoon: ">" + svgPath["leftarrow"] + " \n" + svgPath["rightarrow"] + " ",
-
- // leftrightharpoons is from glyphs U+21BC/21B1 in font KaTeX Main
- leftrightharpoons: ">\n ",
-
- longequal: " viewBox='0 0 100 334' preserveAspectRatio='none'>\n" + svgPath["rightarrow"] + " ",
-
- // overbrace is from glyphs U+23A9/23A8/23A7 in font KaTeX_Size4-Regular
- overbrace: ">" + svgPath["rightarrow"] + " ",
-
- // rightharpoon is from glyph U+21C0 in font KaTeX Main
- rightharpoon: ">";
-
- return span;
- };
-
- var encloseSpan = function encloseSpan(inner, label, pad, options) {
- // Return an image span for \cancel, \bcancel, \xcancel, or \fbox
- var img = void 0;
- var totalHeight = inner.height + inner.depth + 2 * pad;
-
- if (label === "fbox") {
- img = buildCommon.makeSpan(["stretchy", label], [], options);
- if (options.color) {
- img.style.borderColor = options.getColor();
- }
- } else {
- img = buildCommon.makeSpan([], [], options);
- img.innerHTML = "" + innerSVG[label] + " ";
- }
-
- img.height = totalHeight;
- img.style.height = totalHeight + "em";
-
- return img;
- };
-
- module.exports = {
- encloseSpan: encloseSpan,
- mathMLnode: mathMLnode,
- svgSpan: svgSpan
- };
-
- },{"./buildCommon":34,"./mathMLTree":45,"./utils":51}],48:[function(require,module,exports){
-
- /**
- * This file holds a list of all no-argument functions and single-character
- * symbols (like 'a' or ';').
- *
- * For each of the symbols, there are three properties they can have:
- * - font (required): the font to be used for this symbol. Either "main" (the
- normal font), or "ams" (the ams fonts).
- * - group (required): the ParseNode group type the symbol should have (i.e.
- "textord", "mathord", etc).
- See https://github.com/Khan/KaTeX/wiki/Examining-TeX#group-types
- * - replace: the character that this symbol or function should be
- * replaced with (i.e. "\phi" has a replace value of "\u03d5", the phi
- * character in the main font).
- *
- * The outermost map in the table indicates what mode the symbols should be
- * accepted in (e.g. "math" or "text").
- */
-
- module.exports = {
- math: {},
- text: {}
- };
-
- function defineSymbol(mode, font, group, replace, name, acceptUnicodeChar) {
- module.exports[mode][name] = {
- font: font,
- group: group,
- replace: replace
- };
-
- if (acceptUnicodeChar) {
- module.exports[mode][replace] = module.exports[mode][name];
- }
- }
-
- // Some abbreviations for commonly used strings.
- // This helps minify the code, and also spotting typos using jshint.
-
- // modes:
- var math = "math";
- var text = "text";
-
- // fonts:
- var main = "main";
- var ams = "ams";
-
- // groups:
- var accent = "accent";
- var bin = "bin";
- var close = "close";
- var inner = "inner";
- var mathord = "mathord";
- var op = "op";
- var open = "open";
- var punct = "punct";
- var rel = "rel";
- var spacing = "spacing";
- var textord = "textord";
-
- // Now comes the symbol table
-
- // Relation Symbols
- defineSymbol(math, main, rel, "\u2261", "\\equiv");
- defineSymbol(math, main, rel, "\u227A", "\\prec");
- defineSymbol(math, main, rel, "\u227B", "\\succ");
- defineSymbol(math, main, rel, "\u223C", "\\sim");
- defineSymbol(math, main, rel, "\u22A5", "\\perp");
- defineSymbol(math, main, rel, "\u2AAF", "\\preceq");
- defineSymbol(math, main, rel, "\u2AB0", "\\succeq");
- defineSymbol(math, main, rel, "\u2243", "\\simeq");
- defineSymbol(math, main, rel, "\u2223", "\\mid");
- defineSymbol(math, main, rel, "\u226A", "\\ll");
- defineSymbol(math, main, rel, "\u226B", "\\gg");
- defineSymbol(math, main, rel, "\u224D", "\\asymp");
- defineSymbol(math, main, rel, "\u2225", "\\parallel");
- defineSymbol(math, main, rel, "\u22C8", "\\bowtie");
- defineSymbol(math, main, rel, "\u2323", "\\smile");
- defineSymbol(math, main, rel, "\u2291", "\\sqsubseteq");
- defineSymbol(math, main, rel, "\u2292", "\\sqsupseteq");
- defineSymbol(math, main, rel, "\u2250", "\\doteq");
- defineSymbol(math, main, rel, "\u2322", "\\frown");
- defineSymbol(math, main, rel, "\u220B", "\\ni");
- defineSymbol(math, main, rel, "\u221D", "\\propto");
- defineSymbol(math, main, rel, "\u22A2", "\\vdash");
- defineSymbol(math, main, rel, "\u22A3", "\\dashv");
- defineSymbol(math, main, rel, "\u220B", "\\owns");
-
- // Punctuation
- defineSymbol(math, main, punct, ".", "\\ldotp");
- defineSymbol(math, main, punct, "\u22C5", "\\cdotp");
-
- // Misc Symbols
- defineSymbol(math, main, textord, "#", "\\#");
- defineSymbol(text, main, textord, "#", "\\#");
- defineSymbol(math, main, textord, "&", "\\&");
- defineSymbol(text, main, textord, "&", "\\&");
- defineSymbol(math, main, textord, "\u2135", "\\aleph");
- defineSymbol(math, main, textord, "\u2200", "\\forall");
- defineSymbol(math, main, textord, "\u210F", "\\hbar");
- defineSymbol(math, main, textord, "\u2203", "\\exists");
- defineSymbol(math, main, textord, "\u2207", "\\nabla");
- defineSymbol(math, main, textord, "\u266D", "\\flat");
- defineSymbol(math, main, textord, "\u2113", "\\ell");
- defineSymbol(math, main, textord, "\u266E", "\\natural");
- defineSymbol(math, main, textord, "\u2663", "\\clubsuit");
- defineSymbol(math, main, textord, "\u2118", "\\wp");
- defineSymbol(math, main, textord, "\u266F", "\\sharp");
- defineSymbol(math, main, textord, "\u2662", "\\diamondsuit");
- defineSymbol(math, main, textord, "\u211C", "\\Re");
- defineSymbol(math, main, textord, "\u2661", "\\heartsuit");
- defineSymbol(math, main, textord, "\u2111", "\\Im");
- defineSymbol(math, main, textord, "\u2660", "\\spadesuit");
-
- // Math and Text
- defineSymbol(math, main, textord, "\u2020", "\\dag");
- defineSymbol(text, main, textord, "\u2020", "\\dag");
- defineSymbol(text, main, textord, "\u2020", "\\textdagger");
- defineSymbol(math, main, textord, "\u2021", "\\ddag");
- defineSymbol(text, main, textord, "\u2021", "\\ddag");
- defineSymbol(text, main, textord, "\u2020", "\\textdaggerdbl");
-
- // Large Delimiters
- defineSymbol(math, main, close, "\u23B1", "\\rmoustache");
- defineSymbol(math, main, open, "\u23B0", "\\lmoustache");
- defineSymbol(math, main, close, "\u27EF", "\\rgroup");
- defineSymbol(math, main, open, "\u27EE", "\\lgroup");
-
- // Binary Operators
- defineSymbol(math, main, bin, "\u2213", "\\mp");
- defineSymbol(math, main, bin, "\u2296", "\\ominus");
- defineSymbol(math, main, bin, "\u228E", "\\uplus");
- defineSymbol(math, main, bin, "\u2293", "\\sqcap");
- defineSymbol(math, main, bin, "\u2217", "\\ast");
- defineSymbol(math, main, bin, "\u2294", "\\sqcup");
- defineSymbol(math, main, bin, "\u25EF", "\\bigcirc");
- defineSymbol(math, main, bin, "\u2219", "\\bullet");
- defineSymbol(math, main, bin, "\u2021", "\\ddagger");
- defineSymbol(math, main, bin, "\u2240", "\\wr");
- defineSymbol(math, main, bin, "\u2A3F", "\\amalg");
-
- // Arrow Symbols
- defineSymbol(math, main, rel, "\u27F5", "\\longleftarrow");
- defineSymbol(math, main, rel, "\u21D0", "\\Leftarrow");
- defineSymbol(math, main, rel, "\u27F8", "\\Longleftarrow");
- defineSymbol(math, main, rel, "\u27F6", "\\longrightarrow");
- defineSymbol(math, main, rel, "\u21D2", "\\Rightarrow");
- defineSymbol(math, main, rel, "\u27F9", "\\Longrightarrow");
- defineSymbol(math, main, rel, "\u2194", "\\leftrightarrow");
- defineSymbol(math, main, rel, "\u27F7", "\\longleftrightarrow");
- defineSymbol(math, main, rel, "\u21D4", "\\Leftrightarrow");
- defineSymbol(math, main, rel, "\u27FA", "\\Longleftrightarrow");
- defineSymbol(math, main, rel, "\u21A6", "\\mapsto");
- defineSymbol(math, main, rel, "\u27FC", "\\longmapsto");
- defineSymbol(math, main, rel, "\u2197", "\\nearrow");
- defineSymbol(math, main, rel, "\u21A9", "\\hookleftarrow");
- defineSymbol(math, main, rel, "\u21AA", "\\hookrightarrow");
- defineSymbol(math, main, rel, "\u2198", "\\searrow");
- defineSymbol(math, main, rel, "\u21BC", "\\leftharpoonup");
- defineSymbol(math, main, rel, "\u21C0", "\\rightharpoonup");
- defineSymbol(math, main, rel, "\u2199", "\\swarrow");
- defineSymbol(math, main, rel, "\u21BD", "\\leftharpoondown");
- defineSymbol(math, main, rel, "\u21C1", "\\rightharpoondown");
- defineSymbol(math, main, rel, "\u2196", "\\nwarrow");
- defineSymbol(math, main, rel, "\u21CC", "\\rightleftharpoons");
-
- // AMS Negated Binary Relations
- defineSymbol(math, ams, rel, "\u226E", "\\nless");
- defineSymbol(math, ams, rel, "\uE010", "\\nleqslant");
- defineSymbol(math, ams, rel, "\uE011", "\\nleqq");
- defineSymbol(math, ams, rel, "\u2A87", "\\lneq");
- defineSymbol(math, ams, rel, "\u2268", "\\lneqq");
- defineSymbol(math, ams, rel, "\uE00C", "\\lvertneqq");
- defineSymbol(math, ams, rel, "\u22E6", "\\lnsim");
- defineSymbol(math, ams, rel, "\u2A89", "\\lnapprox");
- defineSymbol(math, ams, rel, "\u2280", "\\nprec");
- defineSymbol(math, ams, rel, "\u22E0", "\\npreceq");
- defineSymbol(math, ams, rel, "\u22E8", "\\precnsim");
- defineSymbol(math, ams, rel, "\u2AB9", "\\precnapprox");
- defineSymbol(math, ams, rel, "\u2241", "\\nsim");
- defineSymbol(math, ams, rel, "\uE006", "\\nshortmid");
- defineSymbol(math, ams, rel, "\u2224", "\\nmid");
- defineSymbol(math, ams, rel, "\u22AC", "\\nvdash");
- defineSymbol(math, ams, rel, "\u22AD", "\\nvDash");
- defineSymbol(math, ams, rel, "\u22EA", "\\ntriangleleft");
- defineSymbol(math, ams, rel, "\u22EC", "\\ntrianglelefteq");
- defineSymbol(math, ams, rel, "\u228A", "\\subsetneq");
- defineSymbol(math, ams, rel, "\uE01A", "\\varsubsetneq");
- defineSymbol(math, ams, rel, "\u2ACB", "\\subsetneqq");
- defineSymbol(math, ams, rel, "\uE017", "\\varsubsetneqq");
- defineSymbol(math, ams, rel, "\u226F", "\\ngtr");
- defineSymbol(math, ams, rel, "\uE00F", "\\ngeqslant");
- defineSymbol(math, ams, rel, "\uE00E", "\\ngeqq");
- defineSymbol(math, ams, rel, "\u2A88", "\\gneq");
- defineSymbol(math, ams, rel, "\u2269", "\\gneqq");
- defineSymbol(math, ams, rel, "\uE00D", "\\gvertneqq");
- defineSymbol(math, ams, rel, "\u22E7", "\\gnsim");
- defineSymbol(math, ams, rel, "\u2A8A", "\\gnapprox");
- defineSymbol(math, ams, rel, "\u2281", "\\nsucc");
- defineSymbol(math, ams, rel, "\u22E1", "\\nsucceq");
- defineSymbol(math, ams, rel, "\u22E9", "\\succnsim");
- defineSymbol(math, ams, rel, "\u2ABA", "\\succnapprox");
- defineSymbol(math, ams, rel, "\u2246", "\\ncong");
- defineSymbol(math, ams, rel, "\uE007", "\\nshortparallel");
- defineSymbol(math, ams, rel, "\u2226", "\\nparallel");
- defineSymbol(math, ams, rel, "\u22AF", "\\nVDash");
- defineSymbol(math, ams, rel, "\u22EB", "\\ntriangleright");
- defineSymbol(math, ams, rel, "\u22ED", "\\ntrianglerighteq");
- defineSymbol(math, ams, rel, "\uE018", "\\nsupseteqq");
- defineSymbol(math, ams, rel, "\u228B", "\\supsetneq");
- defineSymbol(math, ams, rel, "\uE01B", "\\varsupsetneq");
- defineSymbol(math, ams, rel, "\u2ACC", "\\supsetneqq");
- defineSymbol(math, ams, rel, "\uE019", "\\varsupsetneqq");
- defineSymbol(math, ams, rel, "\u22AE", "\\nVdash");
- defineSymbol(math, ams, rel, "\u2AB5", "\\precneqq");
- defineSymbol(math, ams, rel, "\u2AB6", "\\succneqq");
- defineSymbol(math, ams, rel, "\uE016", "\\nsubseteqq");
- defineSymbol(math, ams, bin, "\u22B4", "\\unlhd");
- defineSymbol(math, ams, bin, "\u22B5", "\\unrhd");
-
- // AMS Negated Arrows
- defineSymbol(math, ams, rel, "\u219A", "\\nleftarrow");
- defineSymbol(math, ams, rel, "\u219B", "\\nrightarrow");
- defineSymbol(math, ams, rel, "\u21CD", "\\nLeftarrow");
- defineSymbol(math, ams, rel, "\u21CF", "\\nRightarrow");
- defineSymbol(math, ams, rel, "\u21AE", "\\nleftrightarrow");
- defineSymbol(math, ams, rel, "\u21CE", "\\nLeftrightarrow");
-
- // AMS Misc
- defineSymbol(math, ams, rel, "\u25B3", "\\vartriangle");
- defineSymbol(math, ams, textord, "\u210F", "\\hslash");
- defineSymbol(math, ams, textord, "\u25BD", "\\triangledown");
- defineSymbol(math, ams, textord, "\u25CA", "\\lozenge");
- defineSymbol(math, ams, textord, "\u24C8", "\\circledS");
- defineSymbol(math, ams, textord, "\xAE", "\\circledR");
- defineSymbol(text, ams, textord, "\xAE", "\\circledR");
- defineSymbol(math, ams, textord, "\u2221", "\\measuredangle");
- defineSymbol(math, ams, textord, "\u2204", "\\nexists");
- defineSymbol(math, ams, textord, "\u2127", "\\mho");
- defineSymbol(math, ams, textord, "\u2132", "\\Finv");
- defineSymbol(math, ams, textord, "\u2141", "\\Game");
- defineSymbol(math, ams, textord, "k", "\\Bbbk");
- defineSymbol(math, ams, textord, "\u2035", "\\backprime");
- defineSymbol(math, ams, textord, "\u25B2", "\\blacktriangle");
- defineSymbol(math, ams, textord, "\u25BC", "\\blacktriangledown");
- defineSymbol(math, ams, textord, "\u25A0", "\\blacksquare");
- defineSymbol(math, ams, textord, "\u29EB", "\\blacklozenge");
- defineSymbol(math, ams, textord, "\u2605", "\\bigstar");
- defineSymbol(math, ams, textord, "\u2222", "\\sphericalangle");
- defineSymbol(math, ams, textord, "\u2201", "\\complement");
- defineSymbol(math, ams, textord, "\xF0", "\\eth");
- defineSymbol(math, ams, textord, "\u2571", "\\diagup");
- defineSymbol(math, ams, textord, "\u2572", "\\diagdown");
- defineSymbol(math, ams, textord, "\u25A1", "\\square");
- defineSymbol(math, ams, textord, "\u25A1", "\\Box");
- defineSymbol(math, ams, textord, "\u25CA", "\\Diamond");
- defineSymbol(math, ams, textord, "\xA5", "\\yen");
- defineSymbol(math, ams, textord, "\u2713", "\\checkmark");
- defineSymbol(text, ams, textord, "\u2713", "\\checkmark");
-
- // AMS Hebrew
- defineSymbol(math, ams, textord, "\u2136", "\\beth");
- defineSymbol(math, ams, textord, "\u2138", "\\daleth");
- defineSymbol(math, ams, textord, "\u2137", "\\gimel");
-
- // AMS Greek
- defineSymbol(math, ams, textord, "\u03DD", "\\digamma");
- defineSymbol(math, ams, textord, "\u03F0", "\\varkappa");
-
- // AMS Delimiters
- defineSymbol(math, ams, open, "\u250C", "\\ulcorner");
- defineSymbol(math, ams, close, "\u2510", "\\urcorner");
- defineSymbol(math, ams, open, "\u2514", "\\llcorner");
- defineSymbol(math, ams, close, "\u2518", "\\lrcorner");
-
- // AMS Binary Relations
- defineSymbol(math, ams, rel, "\u2266", "\\leqq");
- defineSymbol(math, ams, rel, "\u2A7D", "\\leqslant");
- defineSymbol(math, ams, rel, "\u2A95", "\\eqslantless");
- defineSymbol(math, ams, rel, "\u2272", "\\lesssim");
- defineSymbol(math, ams, rel, "\u2A85", "\\lessapprox");
- defineSymbol(math, ams, rel, "\u224A", "\\approxeq");
- defineSymbol(math, ams, bin, "\u22D6", "\\lessdot");
- defineSymbol(math, ams, rel, "\u22D8", "\\lll");
- defineSymbol(math, ams, rel, "\u2276", "\\lessgtr");
- defineSymbol(math, ams, rel, "\u22DA", "\\lesseqgtr");
- defineSymbol(math, ams, rel, "\u2A8B", "\\lesseqqgtr");
- defineSymbol(math, ams, rel, "\u2251", "\\doteqdot");
- defineSymbol(math, ams, rel, "\u2253", "\\risingdotseq");
- defineSymbol(math, ams, rel, "\u2252", "\\fallingdotseq");
- defineSymbol(math, ams, rel, "\u223D", "\\backsim");
- defineSymbol(math, ams, rel, "\u22CD", "\\backsimeq");
- defineSymbol(math, ams, rel, "\u2AC5", "\\subseteqq");
- defineSymbol(math, ams, rel, "\u22D0", "\\Subset");
- defineSymbol(math, ams, rel, "\u228F", "\\sqsubset");
- defineSymbol(math, ams, rel, "\u227C", "\\preccurlyeq");
- defineSymbol(math, ams, rel, "\u22DE", "\\curlyeqprec");
- defineSymbol(math, ams, rel, "\u227E", "\\precsim");
- defineSymbol(math, ams, rel, "\u2AB7", "\\precapprox");
- defineSymbol(math, ams, rel, "\u22B2", "\\vartriangleleft");
- defineSymbol(math, ams, rel, "\u22B4", "\\trianglelefteq");
- defineSymbol(math, ams, rel, "\u22A8", "\\vDash");
- defineSymbol(math, ams, rel, "\u22AA", "\\Vvdash");
- defineSymbol(math, ams, rel, "\u2323", "\\smallsmile");
- defineSymbol(math, ams, rel, "\u2322", "\\smallfrown");
- defineSymbol(math, ams, rel, "\u224F", "\\bumpeq");
- defineSymbol(math, ams, rel, "\u224E", "\\Bumpeq");
- defineSymbol(math, ams, rel, "\u2267", "\\geqq");
- defineSymbol(math, ams, rel, "\u2A7E", "\\geqslant");
- defineSymbol(math, ams, rel, "\u2A96", "\\eqslantgtr");
- defineSymbol(math, ams, rel, "\u2273", "\\gtrsim");
- defineSymbol(math, ams, rel, "\u2A86", "\\gtrapprox");
- defineSymbol(math, ams, bin, "\u22D7", "\\gtrdot");
- defineSymbol(math, ams, rel, "\u22D9", "\\ggg");
- defineSymbol(math, ams, rel, "\u2277", "\\gtrless");
- defineSymbol(math, ams, rel, "\u22DB", "\\gtreqless");
- defineSymbol(math, ams, rel, "\u2A8C", "\\gtreqqless");
- defineSymbol(math, ams, rel, "\u2256", "\\eqcirc");
- defineSymbol(math, ams, rel, "\u2257", "\\circeq");
- defineSymbol(math, ams, rel, "\u225C", "\\triangleq");
- defineSymbol(math, ams, rel, "\u223C", "\\thicksim");
- defineSymbol(math, ams, rel, "\u2248", "\\thickapprox");
- defineSymbol(math, ams, rel, "\u2AC6", "\\supseteqq");
- defineSymbol(math, ams, rel, "\u22D1", "\\Supset");
- defineSymbol(math, ams, rel, "\u2290", "\\sqsupset");
- defineSymbol(math, ams, rel, "\u227D", "\\succcurlyeq");
- defineSymbol(math, ams, rel, "\u22DF", "\\curlyeqsucc");
- defineSymbol(math, ams, rel, "\u227F", "\\succsim");
- defineSymbol(math, ams, rel, "\u2AB8", "\\succapprox");
- defineSymbol(math, ams, rel, "\u22B3", "\\vartriangleright");
- defineSymbol(math, ams, rel, "\u22B5", "\\trianglerighteq");
- defineSymbol(math, ams, rel, "\u22A9", "\\Vdash");
- defineSymbol(math, ams, rel, "\u2223", "\\shortmid");
- defineSymbol(math, ams, rel, "\u2225", "\\shortparallel");
- defineSymbol(math, ams, rel, "\u226C", "\\between");
- defineSymbol(math, ams, rel, "\u22D4", "\\pitchfork");
- defineSymbol(math, ams, rel, "\u221D", "\\varpropto");
- defineSymbol(math, ams, rel, "\u25C0", "\\blacktriangleleft");
- defineSymbol(math, ams, rel, "\u2234", "\\therefore");
- defineSymbol(math, ams, rel, "\u220D", "\\backepsilon");
- defineSymbol(math, ams, rel, "\u25B6", "\\blacktriangleright");
- defineSymbol(math, ams, rel, "\u2235", "\\because");
- defineSymbol(math, ams, rel, "\u22D8", "\\llless");
- defineSymbol(math, ams, rel, "\u22D9", "\\gggtr");
- defineSymbol(math, ams, bin, "\u22B2", "\\lhd");
- defineSymbol(math, ams, bin, "\u22B3", "\\rhd");
- defineSymbol(math, ams, rel, "\u2242", "\\eqsim");
- defineSymbol(math, main, rel, "\u22C8", "\\Join");
- defineSymbol(math, ams, rel, "\u2251", "\\Doteq");
-
- // AMS Binary Operators
- defineSymbol(math, ams, bin, "\u2214", "\\dotplus");
- defineSymbol(math, ams, bin, "\u2216", "\\smallsetminus");
- defineSymbol(math, ams, bin, "\u22D2", "\\Cap");
- defineSymbol(math, ams, bin, "\u22D3", "\\Cup");
- defineSymbol(math, ams, bin, "\u2A5E", "\\doublebarwedge");
- defineSymbol(math, ams, bin, "\u229F", "\\boxminus");
- defineSymbol(math, ams, bin, "\u229E", "\\boxplus");
- defineSymbol(math, ams, bin, "\u22C7", "\\divideontimes");
- defineSymbol(math, ams, bin, "\u22C9", "\\ltimes");
- defineSymbol(math, ams, bin, "\u22CA", "\\rtimes");
- defineSymbol(math, ams, bin, "\u22CB", "\\leftthreetimes");
- defineSymbol(math, ams, bin, "\u22CC", "\\rightthreetimes");
- defineSymbol(math, ams, bin, "\u22CF", "\\curlywedge");
- defineSymbol(math, ams, bin, "\u22CE", "\\curlyvee");
- defineSymbol(math, ams, bin, "\u229D", "\\circleddash");
- defineSymbol(math, ams, bin, "\u229B", "\\circledast");
- defineSymbol(math, ams, bin, "\u22C5", "\\centerdot");
- defineSymbol(math, ams, bin, "\u22BA", "\\intercal");
- defineSymbol(math, ams, bin, "\u22D2", "\\doublecap");
- defineSymbol(math, ams, bin, "\u22D3", "\\doublecup");
- defineSymbol(math, ams, bin, "\u22A0", "\\boxtimes");
-
- // AMS Arrows
- defineSymbol(math, ams, rel, "\u21E2", "\\dashrightarrow");
- defineSymbol(math, ams, rel, "\u21E0", "\\dashleftarrow");
- defineSymbol(math, ams, rel, "\u21C7", "\\leftleftarrows");
- defineSymbol(math, ams, rel, "\u21C6", "\\leftrightarrows");
- defineSymbol(math, ams, rel, "\u21DA", "\\Lleftarrow");
- defineSymbol(math, ams, rel, "\u219E", "\\twoheadleftarrow");
- defineSymbol(math, ams, rel, "\u21A2", "\\leftarrowtail");
- defineSymbol(math, ams, rel, "\u21AB", "\\looparrowleft");
- defineSymbol(math, ams, rel, "\u21CB", "\\leftrightharpoons");
- defineSymbol(math, ams, rel, "\u21B6", "\\curvearrowleft");
- defineSymbol(math, ams, rel, "\u21BA", "\\circlearrowleft");
- defineSymbol(math, ams, rel, "\u21B0", "\\Lsh");
- defineSymbol(math, ams, rel, "\u21C8", "\\upuparrows");
- defineSymbol(math, ams, rel, "\u21BF", "\\upharpoonleft");
- defineSymbol(math, ams, rel, "\u21C3", "\\downharpoonleft");
- defineSymbol(math, ams, rel, "\u22B8", "\\multimap");
- defineSymbol(math, ams, rel, "\u21AD", "\\leftrightsquigarrow");
- defineSymbol(math, ams, rel, "\u21C9", "\\rightrightarrows");
- defineSymbol(math, ams, rel, "\u21C4", "\\rightleftarrows");
- defineSymbol(math, ams, rel, "\u21A0", "\\twoheadrightarrow");
- defineSymbol(math, ams, rel, "\u21A3", "\\rightarrowtail");
- defineSymbol(math, ams, rel, "\u21AC", "\\looparrowright");
- defineSymbol(math, ams, rel, "\u21B7", "\\curvearrowright");
- defineSymbol(math, ams, rel, "\u21BB", "\\circlearrowright");
- defineSymbol(math, ams, rel, "\u21B1", "\\Rsh");
- defineSymbol(math, ams, rel, "\u21CA", "\\downdownarrows");
- defineSymbol(math, ams, rel, "\u21BE", "\\upharpoonright");
- defineSymbol(math, ams, rel, "\u21C2", "\\downharpoonright");
- defineSymbol(math, ams, rel, "\u21DD", "\\rightsquigarrow");
- defineSymbol(math, ams, rel, "\u21DD", "\\leadsto");
- defineSymbol(math, ams, rel, "\u21DB", "\\Rrightarrow");
- defineSymbol(math, ams, rel, "\u21BE", "\\restriction");
-
- defineSymbol(math, main, textord, "\u2018", "`");
- defineSymbol(math, main, textord, "$", "\\$");
- defineSymbol(text, main, textord, "$", "\\$");
- defineSymbol(text, main, textord, "$", "\\textdollar");
- defineSymbol(math, main, textord, "%", "\\%");
- defineSymbol(text, main, textord, "%", "\\%");
- defineSymbol(math, main, textord, "_", "\\_");
- defineSymbol(text, main, textord, "_", "\\_");
- defineSymbol(text, main, textord, "_", "\\textunderscore");
- defineSymbol(math, main, textord, "\u2220", "\\angle");
- defineSymbol(math, main, textord, "\u221E", "\\infty");
- defineSymbol(math, main, textord, "\u2032", "\\prime");
- defineSymbol(math, main, textord, "\u25B3", "\\triangle");
- defineSymbol(math, main, textord, "\u0393", "\\Gamma", true);
- defineSymbol(math, main, textord, "\u0394", "\\Delta", true);
- defineSymbol(math, main, textord, "\u0398", "\\Theta", true);
- defineSymbol(math, main, textord, "\u039B", "\\Lambda", true);
- defineSymbol(math, main, textord, "\u039E", "\\Xi", true);
- defineSymbol(math, main, textord, "\u03A0", "\\Pi", true);
- defineSymbol(math, main, textord, "\u03A3", "\\Sigma", true);
- defineSymbol(math, main, textord, "\u03A5", "\\Upsilon", true);
- defineSymbol(math, main, textord, "\u03A6", "\\Phi", true);
- defineSymbol(math, main, textord, "\u03A8", "\\Psi", true);
- defineSymbol(math, main, textord, "\u03A9", "\\Omega", true);
- defineSymbol(math, main, textord, "\xAC", "\\neg");
- defineSymbol(math, main, textord, "\xAC", "\\lnot");
- defineSymbol(math, main, textord, "\u22A4", "\\top");
- defineSymbol(math, main, textord, "\u22A5", "\\bot");
- defineSymbol(math, main, textord, "\u2205", "\\emptyset");
- defineSymbol(math, ams, textord, "\u2205", "\\varnothing");
- defineSymbol(math, main, mathord, "\u03B1", "\\alpha", true);
- defineSymbol(math, main, mathord, "\u03B2", "\\beta", true);
- defineSymbol(math, main, mathord, "\u03B3", "\\gamma", true);
- defineSymbol(math, main, mathord, "\u03B4", "\\delta", true);
- defineSymbol(math, main, mathord, "\u03F5", "\\epsilon", true);
- defineSymbol(math, main, mathord, "\u03B6", "\\zeta", true);
- defineSymbol(math, main, mathord, "\u03B7", "\\eta", true);
- defineSymbol(math, main, mathord, "\u03B8", "\\theta", true);
- defineSymbol(math, main, mathord, "\u03B9", "\\iota", true);
- defineSymbol(math, main, mathord, "\u03BA", "\\kappa", true);
- defineSymbol(math, main, mathord, "\u03BB", "\\lambda", true);
- defineSymbol(math, main, mathord, "\u03BC", "\\mu", true);
- defineSymbol(math, main, mathord, "\u03BD", "\\nu", true);
- defineSymbol(math, main, mathord, "\u03BE", "\\xi", true);
- defineSymbol(math, main, mathord, "\u03BF", "\\omicron", true);
- defineSymbol(math, main, mathord, "\u03C0", "\\pi", true);
- defineSymbol(math, main, mathord, "\u03C1", "\\rho", true);
- defineSymbol(math, main, mathord, "\u03C3", "\\sigma", true);
- defineSymbol(math, main, mathord, "\u03C4", "\\tau", true);
- defineSymbol(math, main, mathord, "\u03C5", "\\upsilon", true);
- defineSymbol(math, main, mathord, "\u03D5", "\\phi", true);
- defineSymbol(math, main, mathord, "\u03C7", "\\chi", true);
- defineSymbol(math, main, mathord, "\u03C8", "\\psi", true);
- defineSymbol(math, main, mathord, "\u03C9", "\\omega", true);
- defineSymbol(math, main, mathord, "\u03B5", "\\varepsilon", true);
- defineSymbol(math, main, mathord, "\u03D1", "\\vartheta", true);
- defineSymbol(math, main, mathord, "\u03D6", "\\varpi", true);
- defineSymbol(math, main, mathord, "\u03F1", "\\varrho", true);
- defineSymbol(math, main, mathord, "\u03C2", "\\varsigma", true);
- defineSymbol(math, main, mathord, "\u03C6", "\\varphi", true);
- defineSymbol(math, main, bin, "\u2217", "*");
- defineSymbol(math, main, bin, "+", "+");
- defineSymbol(math, main, bin, "\u2212", "-");
- defineSymbol(math, main, bin, "\u22C5", "\\cdot");
- defineSymbol(math, main, bin, "\u2218", "\\circ");
- defineSymbol(math, main, bin, "\xF7", "\\div");
- defineSymbol(math, main, bin, "\xB1", "\\pm");
- defineSymbol(math, main, bin, "\xD7", "\\times");
- defineSymbol(math, main, bin, "\u2229", "\\cap");
- defineSymbol(math, main, bin, "\u222A", "\\cup");
- defineSymbol(math, main, bin, "\u2216", "\\setminus");
- defineSymbol(math, main, bin, "\u2227", "\\land");
- defineSymbol(math, main, bin, "\u2228", "\\lor");
- defineSymbol(math, main, bin, "\u2227", "\\wedge");
- defineSymbol(math, main, bin, "\u2228", "\\vee");
- defineSymbol(math, main, textord, "\u221A", "\\surd");
- defineSymbol(math, main, open, "(", "(");
- defineSymbol(math, main, open, "[", "[");
- defineSymbol(math, main, open, "\u27E8", "\\langle");
- defineSymbol(math, main, open, "\u2223", "\\lvert");
- defineSymbol(math, main, open, "\u2225", "\\lVert");
- defineSymbol(math, main, close, ")", ")");
- defineSymbol(math, main, close, "]", "]");
- defineSymbol(math, main, close, "?", "?");
- defineSymbol(math, main, close, "!", "!");
- defineSymbol(math, main, close, "\u27E9", "\\rangle");
- defineSymbol(math, main, close, "\u2223", "\\rvert");
- defineSymbol(math, main, close, "\u2225", "\\rVert");
- defineSymbol(math, main, rel, "=", "=");
- defineSymbol(math, main, rel, "<", "<");
- defineSymbol(math, main, rel, ">", ">");
- defineSymbol(math, main, rel, ":", ":");
- defineSymbol(math, main, rel, "\u2248", "\\approx");
- defineSymbol(math, main, rel, "\u2245", "\\cong");
- defineSymbol(math, main, rel, "\u2265", "\\ge");
- defineSymbol(math, main, rel, "\u2265", "\\geq");
- defineSymbol(math, main, rel, "\u2190", "\\gets");
- defineSymbol(math, main, rel, ">", "\\gt");
- defineSymbol(math, main, rel, "\u2208", "\\in");
- defineSymbol(math, main, rel, "\u2209", "\\notin");
- defineSymbol(math, main, rel, "\u0338", "\\not");
- defineSymbol(math, main, rel, "\u2282", "\\subset");
- defineSymbol(math, main, rel, "\u2283", "\\supset");
- defineSymbol(math, main, rel, "\u2286", "\\subseteq");
- defineSymbol(math, main, rel, "\u2287", "\\supseteq");
- defineSymbol(math, ams, rel, "\u2288", "\\nsubseteq");
- defineSymbol(math, ams, rel, "\u2289", "\\nsupseteq");
- defineSymbol(math, main, rel, "\u22A8", "\\models");
- defineSymbol(math, main, rel, "\u2190", "\\leftarrow");
- defineSymbol(math, main, rel, "\u2264", "\\le");
- defineSymbol(math, main, rel, "\u2264", "\\leq");
- defineSymbol(math, main, rel, "<", "\\lt");
- defineSymbol(math, main, rel, "\u2260", "\\ne");
- defineSymbol(math, main, rel, "\u2260", "\\neq");
- defineSymbol(math, main, rel, "\u2192", "\\rightarrow");
- defineSymbol(math, main, rel, "\u2192", "\\to");
- defineSymbol(math, ams, rel, "\u2271", "\\ngeq");
- defineSymbol(math, ams, rel, "\u2270", "\\nleq");
- defineSymbol(math, main, spacing, null, "\\!");
- defineSymbol(math, main, spacing, "\xA0", "\\ ");
- defineSymbol(math, main, spacing, "\xA0", "~");
- defineSymbol(math, main, spacing, null, "\\,");
- defineSymbol(math, main, spacing, null, "\\:");
- defineSymbol(math, main, spacing, null, "\\;");
- defineSymbol(math, main, spacing, null, "\\enspace");
- defineSymbol(math, main, spacing, null, "\\qquad");
- defineSymbol(math, main, spacing, null, "\\quad");
- defineSymbol(math, main, spacing, "\xA0", "\\space");
- defineSymbol(math, main, punct, ",", ",");
- defineSymbol(math, main, punct, ";", ";");
- defineSymbol(math, main, punct, ":", "\\colon");
- defineSymbol(math, ams, bin, "\u22BC", "\\barwedge");
- defineSymbol(math, ams, bin, "\u22BB", "\\veebar");
- defineSymbol(math, main, bin, "\u2299", "\\odot");
- defineSymbol(math, main, bin, "\u2295", "\\oplus");
- defineSymbol(math, main, bin, "\u2297", "\\otimes");
- defineSymbol(math, main, textord, "\u2202", "\\partial");
- defineSymbol(math, main, bin, "\u2298", "\\oslash");
- defineSymbol(math, ams, bin, "\u229A", "\\circledcirc");
- defineSymbol(math, ams, bin, "\u22A1", "\\boxdot");
- defineSymbol(math, main, bin, "\u25B3", "\\bigtriangleup");
- defineSymbol(math, main, bin, "\u25BD", "\\bigtriangledown");
- defineSymbol(math, main, bin, "\u2020", "\\dagger");
- defineSymbol(math, main, bin, "\u22C4", "\\diamond");
- defineSymbol(math, main, bin, "\u22C6", "\\star");
- defineSymbol(math, main, bin, "\u25C3", "\\triangleleft");
- defineSymbol(math, main, bin, "\u25B9", "\\triangleright");
- defineSymbol(math, main, open, "{", "\\{");
- defineSymbol(text, main, textord, "{", "\\{");
- defineSymbol(text, main, textord, "{", "\\textbraceleft");
- defineSymbol(math, main, close, "}", "\\}");
- defineSymbol(text, main, textord, "}", "\\}");
- defineSymbol(text, main, textord, "}", "\\textbraceright");
- defineSymbol(math, main, open, "{", "\\lbrace");
- defineSymbol(math, main, close, "}", "\\rbrace");
- defineSymbol(math, main, open, "[", "\\lbrack");
- defineSymbol(math, main, close, "]", "\\rbrack");
- defineSymbol(text, main, textord, "<", "\\textless"); // in T1 fontenc
- defineSymbol(text, main, textord, ">", "\\textgreater"); // in T1 fontenc
- defineSymbol(math, main, open, "\u230A", "\\lfloor");
- defineSymbol(math, main, close, "\u230B", "\\rfloor");
- defineSymbol(math, main, open, "\u2308", "\\lceil");
- defineSymbol(math, main, close, "\u2309", "\\rceil");
- defineSymbol(math, main, textord, "\\", "\\backslash");
- defineSymbol(math, main, textord, "\u2223", "|");
- defineSymbol(math, main, textord, "\u2223", "\\vert");
- defineSymbol(text, main, textord, "|", "\\textbar"); // in T1 fontenc
- defineSymbol(math, main, textord, "\u2225", "\\|");
- defineSymbol(math, main, textord, "\u2225", "\\Vert");
- defineSymbol(text, main, textord, "\u2225", "\\textbardbl");
- defineSymbol(math, main, rel, "\u2191", "\\uparrow");
- defineSymbol(math, main, rel, "\u21D1", "\\Uparrow");
- defineSymbol(math, main, rel, "\u2193", "\\downarrow");
- defineSymbol(math, main, rel, "\u21D3", "\\Downarrow");
- defineSymbol(math, main, rel, "\u2195", "\\updownarrow");
- defineSymbol(math, main, rel, "\u21D5", "\\Updownarrow");
- defineSymbol(math, main, op, "\u2210", "\\coprod");
- defineSymbol(math, main, op, "\u22C1", "\\bigvee");
- defineSymbol(math, main, op, "\u22C0", "\\bigwedge");
- defineSymbol(math, main, op, "\u2A04", "\\biguplus");
- defineSymbol(math, main, op, "\u22C2", "\\bigcap");
- defineSymbol(math, main, op, "\u22C3", "\\bigcup");
- defineSymbol(math, main, op, "\u222B", "\\int");
- defineSymbol(math, main, op, "\u222B", "\\intop");
- defineSymbol(math, main, op, "\u222C", "\\iint");
- defineSymbol(math, main, op, "\u222D", "\\iiint");
- defineSymbol(math, main, op, "\u220F", "\\prod");
- defineSymbol(math, main, op, "\u2211", "\\sum");
- defineSymbol(math, main, op, "\u2A02", "\\bigotimes");
- defineSymbol(math, main, op, "\u2A01", "\\bigoplus");
- defineSymbol(math, main, op, "\u2A00", "\\bigodot");
- defineSymbol(math, main, op, "\u222E", "\\oint");
- defineSymbol(math, main, op, "\u2A06", "\\bigsqcup");
- defineSymbol(math, main, op, "\u222B", "\\smallint");
- defineSymbol(text, main, inner, "\u2026", "\\textellipsis");
- defineSymbol(math, main, inner, "\u2026", "\\mathellipsis");
- defineSymbol(text, main, inner, "\u2026", "\\ldots", true);
- defineSymbol(math, main, inner, "\u2026", "\\ldots", true);
- defineSymbol(math, main, inner, "\u22EF", "\\cdots", true);
- defineSymbol(math, main, inner, "\u22F1", "\\ddots", true);
- defineSymbol(math, main, textord, "\u22EE", "\\vdots", true);
- defineSymbol(math, main, accent, "\xB4", "\\acute");
- defineSymbol(math, main, accent, "`", "\\grave");
- defineSymbol(math, main, accent, "\xA8", "\\ddot");
- defineSymbol(math, main, accent, "~", "\\tilde");
- defineSymbol(math, main, accent, "\xAF", "\\bar");
- defineSymbol(math, main, accent, "\u02D8", "\\breve");
- defineSymbol(math, main, accent, "\u02C7", "\\check");
- defineSymbol(math, main, accent, "^", "\\hat");
- defineSymbol(math, main, accent, "\u20D7", "\\vec");
- defineSymbol(math, main, accent, "\u02D9", "\\dot");
- defineSymbol(math, main, mathord, "\u0131", "\\imath");
- defineSymbol(math, main, mathord, "\u0237", "\\jmath");
- defineSymbol(text, main, accent, "\u02CA", "\\'"); // acute
- defineSymbol(text, main, accent, "\u02CB", "\\`"); // grave
- defineSymbol(text, main, accent, "\u02C6", "\\^"); // circumflex
- defineSymbol(text, main, accent, "\u02DC", "\\~"); // tilde
- defineSymbol(text, main, accent, "\u02C9", "\\="); // macron
- defineSymbol(text, main, accent, "\u02D8", "\\u"); // breve
- defineSymbol(text, main, accent, "\u02D9", "\\."); // dot above
- defineSymbol(text, main, accent, "\u02DA", "\\r"); // ring above
- defineSymbol(text, main, accent, "\u02C7", "\\v"); // caron
- defineSymbol(text, main, accent, "\xA8", '\\"'); // diaresis
- defineSymbol(text, main, accent, "\u030B", "\\H"); // double acute
-
- defineSymbol(text, main, textord, "\u2013", "--");
- defineSymbol(text, main, textord, "\u2013", "\\textendash");
- defineSymbol(text, main, textord, "\u2014", "---");
- defineSymbol(text, main, textord, "\u2014", "\\textemdash");
- defineSymbol(text, main, textord, "\u2018", "`");
- defineSymbol(text, main, textord, "\u2018", "\\textquoteleft");
- defineSymbol(text, main, textord, "\u2019", "'");
- defineSymbol(text, main, textord, "\u2019", "\\textquoteright");
- defineSymbol(text, main, textord, "\u201C", "``");
- defineSymbol(text, main, textord, "\u201C", "\\textquotedblleft");
- defineSymbol(text, main, textord, "\u201D", "''");
- defineSymbol(text, main, textord, "\u201D", "\\textquotedblright");
- defineSymbol(math, main, textord, "\xB0", "\\degree");
- defineSymbol(text, main, textord, "\xB0", "\\degree");
- // TODO: In LaTeX, \pounds can generate a different character in text and math
- // mode, but among our fonts, only Main-Italic defines this character "163".
- defineSymbol(math, main, mathord, "\xA3", "\\pounds");
- defineSymbol(math, main, mathord, "\xA3", "\\mathsterling");
- defineSymbol(text, main, mathord, "\xA3", "\\pounds");
- defineSymbol(text, main, mathord, "\xA3", "\\textsterling");
- defineSymbol(math, ams, textord, "\u2720", "\\maltese");
- defineSymbol(text, ams, textord, "\u2720", "\\maltese");
-
- defineSymbol(text, main, spacing, "\xA0", "\\ ");
- defineSymbol(text, main, spacing, "\xA0", " ");
- defineSymbol(text, main, spacing, "\xA0", "~");
-
- // There are lots of symbols which are the same, so we add them in afterwards.
-
- // All of these are textords in math mode
- var mathTextSymbols = "0123456789/@.\"";
- for (var i = 0; i < mathTextSymbols.length; i++) {
- var ch = mathTextSymbols.charAt(i);
- defineSymbol(math, main, textord, ch, ch);
- }
-
- // All of these are textords in text mode
- var textSymbols = "0123456789!@*()-=+[]<>|\";:?/.,";
- for (var _i = 0; _i < textSymbols.length; _i++) {
- var _ch = textSymbols.charAt(_i);
- defineSymbol(text, main, textord, _ch, _ch);
- }
-
- // All of these are textords in text mode, and mathords in math mode
- var letters = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
- for (var _i2 = 0; _i2 < letters.length; _i2++) {
- var _ch2 = letters.charAt(_i2);
- defineSymbol(math, main, mathord, _ch2, _ch2);
- defineSymbol(text, main, textord, _ch2, _ch2);
- }
-
- // Latin-1 letters
- for (var _i3 = 0x00C0; _i3 <= 0x00D6; _i3++) {
- var _ch3 = String.fromCharCode(_i3);
- defineSymbol(math, main, mathord, _ch3, _ch3);
- defineSymbol(text, main, textord, _ch3, _ch3);
- }
-
- for (var _i4 = 0x00D8; _i4 <= 0x00F6; _i4++) {
- var _ch4 = String.fromCharCode(_i4);
- defineSymbol(math, main, mathord, _ch4, _ch4);
- defineSymbol(text, main, textord, _ch4, _ch4);
- }
-
- for (var _i5 = 0x00F8; _i5 <= 0x00FF; _i5++) {
- var _ch5 = String.fromCharCode(_i5);
- defineSymbol(math, main, mathord, _ch5, _ch5);
- defineSymbol(text, main, textord, _ch5, _ch5);
- }
-
- // Cyrillic
- for (var _i6 = 0x0410; _i6 <= 0x044F; _i6++) {
- var _ch6 = String.fromCharCode(_i6);
- defineSymbol(text, main, textord, _ch6, _ch6);
- }
-
- // Unicode versions of existing characters
- defineSymbol(text, main, textord, "\u2013", "–");
- defineSymbol(text, main, textord, "\u2014", "—");
- defineSymbol(text, main, textord, "\u2018", "‘");
- defineSymbol(text, main, textord, "\u2019", "’");
- defineSymbol(text, main, textord, "\u201C", "“");
- defineSymbol(text, main, textord, "\u201D", "”");
-
- },{}],49:[function(require,module,exports){
-
- var hangulRegex = /[\uAC00-\uD7AF]/;
-
- // This regex combines
- // - CJK symbols and punctuation: [\u3000-\u303F]
- // - Hiragana: [\u3040-\u309F]
- // - Katakana: [\u30A0-\u30FF]
- // - CJK ideograms: [\u4E00-\u9FAF]
- // - Hangul syllables: [\uAC00-\uD7AF]
- // - Fullwidth punctuation: [\uFF00-\uFF60]
- // Notably missing are halfwidth Katakana and Romanji glyphs.
- var cjkRegex = /[\u3000-\u30FF\u4E00-\u9FAF\uAC00-\uD7AF\uFF00-\uFF60]/;
-
- module.exports = {
- cjkRegex: cjkRegex,
- hangulRegex: hangulRegex
- };
-
- },{}],50:[function(require,module,exports){
-
- var _ParseError = require("./ParseError");
-
- var _ParseError2 = _interopRequireDefault(_ParseError);
-
- function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
-
- // This table gives the number of TeX pts in one of each *absolute* TeX unit.
- // Thus, multiplying a length by this number converts the length from units
- // into pts. Dividing the result by ptPerEm gives the number of ems
- // *assuming* a font size of ptPerEm (normal size, normal style).
- var ptPerUnit = {
- // https://en.wikibooks.org/wiki/LaTeX/Lengths and
- // https://tex.stackexchange.com/a/8263
- "pt": 1, // TeX point
- "mm": 7227 / 2540, // millimeter
- "cm": 7227 / 254, // centimeter
- "in": 72.27, // inch
- "bp": 803 / 800, // big (PostScript) points
- "pc": 12, // pica
- "dd": 1238 / 1157, // didot
- "cc": 14856 / 1157, // cicero (12 didot)
- "nd": 685 / 642, // new didot
- "nc": 1370 / 107, // new cicero (12 new didot)
- "sp": 1 / 65536, // scaled point (TeX's internal smallest unit)
- // https://tex.stackexchange.com/a/41371
- "px": 803 / 800 };
-
- // Dictionary of relative units, for fast validity testing.
- /* eslint no-console:0 */
-
- /**
- * This file does conversion between units. In particular, it provides
- * calculateSize to convert other units into ems.
- */
-
- var relativeUnit = {
- "ex": true,
- "em": true,
- "mu": true
- };
-
- /**
- * Determine whether the specified unit (either a string defining the unit
- * or a "size" parse node containing a unit field) is valid.
- */
- var validUnit = function validUnit(unit) {
- if (unit.unit) {
- unit = unit.unit;
- }
- return unit in ptPerUnit || unit in relativeUnit || unit === "ex";
- };
-
- /*
- * Convert a "size" parse node (with numeric "number" and string "unit" fields,
- * as parsed by functions.js argType "size") into a CSS em value for the
- * current style/scale. `options` gives the current options.
- */
- var calculateSize = function calculateSize(sizeValue, options) {
- var scale = void 0;
- if (sizeValue.unit in ptPerUnit) {
- // Absolute units
- scale = ptPerUnit[sizeValue.unit] // Convert unit to pt
- / options.fontMetrics().ptPerEm // Convert pt to CSS em
- / options.sizeMultiplier; // Unscale to make absolute units
- } else if (sizeValue.unit === "mu") {
- // `mu` units scale with scriptstyle/scriptscriptstyle.
- scale = options.fontMetrics().cssEmPerMu;
- } else {
- // Other relative units always refer to the *textstyle* font
- // in the current size.
- var unitOptions = void 0;
- if (options.style.isTight()) {
- // isTight() means current style is script/scriptscript.
- unitOptions = options.havingStyle(options.style.text());
- } else {
- unitOptions = options;
- }
- // TODO: In TeX these units are relative to the quad of the current
- // *text* font, e.g. cmr10. KaTeX instead uses values from the
- // comparably-sized *Computer Modern symbol* font. At 10pt, these
- // match. At 7pt and 5pt, they differ: cmr7=1.138894, cmsy7=1.170641;
- // cmr5=1.361133, cmsy5=1.472241. Consider $\scriptsize a\kern1emb$.
- // TeX \showlists shows a kern of 1.13889 * fontsize;
- // KaTeX shows a kern of 1.171 * fontsize.
- if (sizeValue.unit === "ex") {
- scale = unitOptions.fontMetrics().xHeight;
- } else if (sizeValue.unit === "em") {
- scale = unitOptions.fontMetrics().quad;
- } else {
- throw new _ParseError2.default("Invalid unit: '" + sizeValue.unit + "'");
- }
- if (unitOptions !== options) {
- scale *= unitOptions.sizeMultiplier / options.sizeMultiplier;
- }
- }
- return sizeValue.number * scale;
- };
-
- module.exports = {
- validUnit: validUnit,
- calculateSize: calculateSize
- };
-
- },{"./ParseError":29}],51:[function(require,module,exports){
-
- /**
- * This file contains a list of utility functions which are useful in other
- * files.
- */
-
- /**
- * Provide an `indexOf` function which works in IE8, but defers to native if
- * possible.
- */
- var nativeIndexOf = Array.prototype.indexOf;
- var indexOf = function indexOf(list, elem) {
- if (list == null) {
- return -1;
- }
- if (nativeIndexOf && list.indexOf === nativeIndexOf) {
- return list.indexOf(elem);
- }
- var l = list.length;
- for (var i = 0; i < l; i++) {
- if (list[i] === elem) {
- return i;
- }
- }
- return -1;
- };
-
- /**
- * Return whether an element is contained in a list
- */
- var contains = function contains(list, elem) {
- return indexOf(list, elem) !== -1;
- };
-
- /**
- * Provide a default value if a setting is undefined
- */
- var deflt = function deflt(setting, defaultIfUndefined) {
- return setting === undefined ? defaultIfUndefined : setting;
- };
-
- // hyphenate and escape adapted from Facebook's React under Apache 2 license
-
- var uppercase = /([A-Z])/g;
- var hyphenate = function hyphenate(str) {
- return str.replace(uppercase, "-$1").toLowerCase();
- };
-
- var ESCAPE_LOOKUP = {
- "&": "&",
- ">": ">",
- "<": "<",
- "\"": """,
- "'": "'"
- };
-
- var ESCAPE_REGEX = /[&><"']/g;
-
- function escaper(match) {
- return ESCAPE_LOOKUP[match];
- }
-
- /**
- * Escapes text to prevent scripting attacks.
- *
- * @param {*} text Text value to escape.
- * @return {string} An escaped string.
- */
- function escape(text) {
- return ("" + text).replace(ESCAPE_REGEX, escaper);
- }
-
- /**
- * A function to set the text content of a DOM element in all supported
- * browsers. Note that we don't define this if there is no document.
- */
- var setTextContent = void 0;
- if (typeof document !== "undefined") {
- var testNode = document.createElement("span");
- if ("textContent" in testNode) {
- setTextContent = function setTextContent(node, text) {
- node.textContent = text;
- };
- } else {
- setTextContent = function setTextContent(node, text) {
- node.innerText = text;
- };
- }
- }
-
- /**
- * A function to clear a node.
- */
- function clearNode(node) {
- setTextContent(node, "");
- }
-
- module.exports = {
- contains: contains,
- deflt: deflt,
- escape: escape,
- hyphenate: hyphenate,
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- });
- });
-
- var katex$2 = unwrapExports(katex$1);
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
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- // This is a straight concatenation of code from KaTeX's contrib folder,
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- renderElem(elem, optionsCopy);
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- // Copyright 2018 The Distill Template Authors
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r=this.nextToken,i=r,a="";"EOF"!==this.nextToken.text&&e.test(a+this.nextToken.text);)a+=(i=this.nextToken).text,this.consume();if(""===a)throw new f["default"]("Invalid "+t+": '"+r.text+"'",r);return this.mode=n,r.range(i,a)}},{key:"parseColorGroup",value:function(e){var t=this.parseStringGroup("color",e);if(!t)return null;var n=/^(#[a-z0-9]+|[a-z]+)$/i.exec(t.text);if(!n)throw new f["default"]("Invalid color: '"+t.text+"'",t)
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+// Copyright 2018 The Distill Template Authors
+const ae=function(e,t,n){let r=n,i=0;const a=e.length;for(;r[e.left,e.right]),i=e=>r.some(t=>-1!==e.indexOf(t));n.mightHaveMath=i,ue(e,n)};var he="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\n",pe=/["'&<>]/,fe=C;
+/*!
* escape-html
* Copyright(c) 2012-2013 TJ Holowaychuk
* Copyright(c) 2015 Andreas Lubbe
* Copyright(c) 2015 Tiancheng "Timothy" Gu
* MIT Licensed
*/
-
- /**
- * Module variables.
- * @private
- */
-
- var matchHtmlRegExp = /["'&<>]/;
-
- /**
- * Module exports.
- * @public
- */
-
- var escapeHtml_1 = escapeHtml;
-
- /**
- * Escape special characters in the given string of html.
- *
- * @param {string} string The string to escape for inserting into HTML
- * @return {string}
- * @public
- */
-
- function escapeHtml(string) {
- var str = '' + string;
- var match = matchHtmlRegExp.exec(str);
-
- if (!match) {
- return str;
- }
-
- var escape;
- var html = '';
- var index = 0;
- var lastIndex = 0;
-
- for (index = match.index; index < str.length; index++) {
- switch (str.charCodeAt(index)) {
- case 34: // "
- escape = '"';
- break;
- case 38: // &
- escape = '&';
- break;
- case 39: // '
- escape = ''';
- break;
- case 60: // <
- escape = '<';
- break;
- case 62: // >
- escape = '>';
- break;
- default:
- continue;
- }
-
- if (lastIndex !== index) {
- html += str.substring(lastIndex, index);
- }
-
- lastIndex = index + 1;
- html += escape;
- }
-
- return lastIndex !== index
- ? html + str.substring(lastIndex, index)
- : html;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function Meta(dom, data) {
- let head = dom.querySelector('head');
- let appendHead = html => appendHtml(head, html);
-
- function meta(name, content, force) {
- if (content || force)
- appendHead(` ${escapeHtml_1(data.title)}
- `);
- }
-
- if (data.url) {
- appendHead(`
- Table of contents
- `;
-
- for (const el of headings) {
- // should element be included in TOC?
- const isInTitle = el.parentElement.tagName == 'D-TITLE';
- const isException = el.getAttribute('no-toc');
- if (isInTitle || isException) continue;
- // create TOC entry
- const title = el.textContent;
- const link = '#' + el.getAttribute('id');
-
- let newLine = '' + '' + title + ' ' + ' ';
- if (el.tagName == 'H3') {
- newLine = '';
- } else {
- newLine += ' ';
- element.innerHTML = ToC;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function TOC(dom) {
- const article = dom.querySelector('d-article');
- const toc = dom.querySelector('d-toc');
- if (toc) {
- const headings = article.querySelectorAll('h2, h3');
- renderTOC(toc, headings);
- toc.setAttribute('prerendered', 'true');
- }
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- function Typeset(dom) {
-
- var textNodes = dom.createTreeWalker(
- dom.body,
- dom.defaultView.NodeFilter.SHOW_TEXT
- );
- while (textNodes.nextNode()) {
- var n = textNodes.currentNode,
- text = n.nodeValue;
- if (text && acceptNode(n)) {
- text = quotes(text);
- text = punctuation(text);
- // TODO: Add back support for ligatures once their uppercased versions don't hang Chrome search anymore
- // see: https://bugs.chromium.org/p/chromium/issues/detail?id=862648
- // text = ligatures(text);
- n.nodeValue = text;
- }
- }
- }
-
- // 2018-07-11 shancarter@ and ludwigschubert@ no longer know what this was meant to accomplish
- // if it was trying to not replace text in any child nodes of those listed here,
- // then it does not accomplish that.
- function acceptNode(node) {
- var parent = node.parentElement;
- var isMath = (parent && parent.getAttribute && parent.getAttribute('class')) ? parent.getAttribute('class').includes('katex') || parent.getAttribute('class').includes('MathJax') : false;
- return parent &&
- parent.nodeName !== 'SCRIPT' &&
- parent.nodeName !== 'STYLE' &&
- parent.nodeName !== 'CODE' &&
- parent.nodeName !== 'PRE' &&
- parent.nodeName !== 'SPAN' &&
- parent.nodeName !== 'D-HEADER' &&
- parent.nodeName !== 'D-BYLINE' &&
- parent.nodeName !== 'D-MATH' &&
- parent.nodeName !== 'D-CODE' &&
- parent.nodeName !== 'D-BIBLIOGRAPHY' &&
- parent.nodeName !== 'D-FOOTER' &&
- parent.nodeName !== 'D-APPENDIX' &&
- parent.nodeName !== 'D-FRONTMATTER' &&
- parent.nodeName !== 'D-TOC' &&
- parent.nodeType !== 8 && //comment nodes
- !isMath;
- }
-
-
- /*!
- * typeset - Typesetting for the web
- * @version v0.1.6
- * @link https://github.com/davidmerfield/Typeset.js
- * @author David Merfield
- */
- // which has a CC0 license
- // http://creativecommons.org/publicdomain/zero/1.0/
-
-
- function punctuation(text){
-
- // Dashes
- text = text.replace(/--/g, '\u2014');
- text = text.replace(/\s*\u2014\s*/g,'\u2009\u2014\u2009'); //this has thin spaces
-
- // Elipses
- text = text.replace(/\.\.\./g,'…');
-
- // Nbsp for punc with spaces
- var NBSP = '\u00a0';
- var NBSP_PUNCTUATION_START = /([«¿¡]) /g;
- var NBSP_PUNCTUATION_END = / ([!?:;.,‽»])/g;
-
- text = text.replace(NBSP_PUNCTUATION_START, '$1' + NBSP);
- text = text.replace(NBSP_PUNCTUATION_END, NBSP + '$1');
-
- return text;
- }
-
- function quotes(text) {
-
- text = text
- .replace(/(\W|^)"([^\s!?:;.,‽»])/g, '$1\u201c$2') // beginning "
- .replace(/(\u201c[^"]*)"([^"]*$|[^\u201c"]*\u201c)/g, '$1\u201d$2') // ending "
- .replace(/([^0-9])"/g,'$1\u201d') // remaining " at end of word
- .replace(/(\W|^)'(\S)/g, '$1\u2018$2') // beginning '
- .replace(/([a-z])'([a-z])/ig, '$1\u2019$2') // conjunction's possession
- .replace(/((\u2018[^']*)|[a-z])'([^0-9]|$)/ig, '$1\u2019$3') // ending '
- .replace(/(\u2018)([0-9]{2}[^\u2019]*)(\u2018([^0-9]|$)|$|\u2019[a-z])/ig, '\u2019$2$3') // abbrev. years like '93
- .replace(/(\B|^)\u2018(?=([^\u2019]*\u2019\b)*([^\u2019\u2018]*\W[\u2019\u2018]\b|[^\u2019\u2018]*$))/ig, '$1\u2019') // backwards apostrophe
- .replace(/'''/g, '\u2034') // triple prime
- .replace(/("|'')/g, '\u2033') // double prime
- .replace(/'/g, '\u2032');
-
- // Allow escaped quotes
- text = text.replace(/\\“/, '"');
- text = text.replace(/\\”/, '"');
- text = text.replace(/\\’/, '\'');
- text = text.replace(/\\‘/, '\'');
-
- return text;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- // const template = `
- // if ('IntersectionObserver' in window &&
- // 'IntersectionObserverEntry' in window &&
- // 'intersectionRatio' in IntersectionObserverEntry.prototype) {
- // // Platform supports IntersectionObserver natively! :-)
- // if (!('isIntersecting' in IntersectionObserverEntry.prototype)) {
- // Object.defineProperty(IntersectionObserverEntry.prototype,
- // 'isIntersecting', {
- // get: function () {
- // return this.intersectionRatio > 0;
- // }
- // });
- // }
- // } else {
- // // Platform does not support webcomponents--loading polyfills synchronously.
- // const scriptTag = document.createElement('script');
- // scriptTag.src = '${intersectionObserverPath}';
- // scriptTag.async = false;
- // document.currentScript.parentNode.insertBefore(scriptTag, document.currentScript.nextSibling);
- // }
- //
- // if ('registerElement' in document &&
- // 'import' in document.createElement('link') &&
- // 'content' in document.createElement('template')) {
- // // Platform supports webcomponents natively! :-)
- // } else {
- // // Platform does not support webcomponents--loading polyfills synchronously.
- // const scriptTag = document.createElement('script');
- // scriptTag.src = '${webcomponentPath}';
- // scriptTag.async = false;
- // document.currentScript.parentNode.insertBefore(scriptTag, document.currentScript.nextSibling);
- // }
- //
- //
- // `;
-
-
- const addBackIn = `
-window.addEventListener('WebComponentsReady', function() {
- console.warn('WebComponentsReady');
- const loaderTag = document.createElement('script');
- loaderTag.src = 'https://distill.pub/template.v2.js';
- document.head.insertBefore(loaderTag, document.head.firstChild);
-});
-`;
-
- function render(dom) {
- // pull out template script tag
- const templateTag = dom.querySelector('script[src*="template.v2.js"]');
- if (templateTag) {
- templateTag.parentNode.removeChild(templateTag);
- } else {
- console.debug('FYI: Did not find template tag when trying to remove it. You may not have added it. Be aware that our polyfills will add it.');
- }
-
- // add loader
- const loaderTag = dom.createElement('script');
- loaderTag.src = 'https://cdnjs.cloudflare.com/ajax/libs/webcomponentsjs/1.0.17/webcomponents-loader.js';
- dom.head.insertBefore(loaderTag, dom.head.firstChild);
-
- // add loader event listener to add tempalrte back in
- const addTag = dom.createElement('script');
- addTag.innerHTML = addBackIn;
- dom.head.insertBefore(addTag, dom.head.firstChild);
-
-
- // create polyfill script tag
- // const polyfillScriptTag = dom.createElement('script');
- // polyfillScriptTag.innerHTML = template;
- // polyfillScriptTag.id = 'polyfills';
-
- // insert at appropriate position--before any other script tag
- // const firstScriptTag = dom.head.querySelector('script');
- // dom.head.insertBefore(polyfillScriptTag, firstScriptTag);
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const styles$1 = `
-d-citation-list {
- contain: style;
-}
-
-d-citation-list .references {
- grid-column: text;
-}
-
-d-citation-list .references .title {
- font-weight: 500;
-}
-`;
-
- function renderCitationList(element, entries, dom=document) {
- if (entries.size > 0) {
- element.style.display = '';
- let list = element.querySelector('.references');
- if (list) {
- list.innerHTML = '';
- } else {
- const stylesTag = dom.createElement('style');
- stylesTag.innerHTML = styles$1;
- element.appendChild(stylesTag);
-
- const heading = dom.createElement('h3');
- heading.id = 'references';
- heading.textContent = 'References';
- element.appendChild(heading);
-
- list = dom.createElement('ol');
- list.id = 'references-list';
- list.className = 'references';
- element.appendChild(list);
- }
-
- for (const [key, entry] of entries) {
- const listItem = dom.createElement('li');
- listItem.id = key;
- listItem.innerHTML = bibliography_cite(entry);
- list.appendChild(listItem);
- }
- } else {
- element.style.display = 'none';
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function CitationList(dom, data) {
- const citationListTag = dom.querySelector('d-citation-list');
- if (citationListTag) {
- const entries = new Map(data.citations.map( citationKey => {
- return [citationKey, data.bibliography.get(citationKey)];
- }));
- renderCitationList(citationListTag, entries, dom);
- citationListTag.setAttribute('distill-prerendered', 'true');
- }
- }
-
- // Copyright 2018 The Distill Template Authors
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
-
- /*
- Try to only reorder things that MAY be user defined.
- Try to use templates etc to define the order of our own tags.
- */
-
- function render$1(dom) {
- const head = dom.head;
-
- const metaIE = head.querySelector('meta[http-equiv]');
- head.insertBefore(metaIE, head.firstChild);
-
- const metaViewport = head.querySelector('meta[name=viewport]');
- head.insertBefore(metaViewport, head.firstChild);
-
- const metaCharset = head.querySelector('meta[charset]');
- head.insertBefore(metaCharset, head.firstChild);
- }
-
- var logo = "\n \n \n";
-
- const headerTemplate = `
-
-
-`;
-
- // Copyright 2018 The Distill Template Authors
-
- function DistillHeader(dom, data) {
- const headerTag = dom.querySelector('distill-header');
- if (!headerTag) {
- const header = dom.createElement('distill-header');
- header.innerHTML = headerTemplate;
- header.setAttribute('distill-prerendered', "");
- const body = dom.querySelector('body');
- body.insertBefore(header, body.firstChild);
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const styles$2 = `
-
-`;
-
- function appendixTemplate(frontMatter) {
- let html = styles$2;
-
- if (typeof frontMatter.githubUrl !== 'undefined') {
- html += `
- Updates and Corrections
- `;
- if (frontMatter.githubCompareUpdatesUrl) {
- html += `View all changes to this article since it was first published.`;
- }
- html += `
- If you see mistakes or want to suggest changes, please create an issue on GitHub .
- `;
- }
-
- const journal = frontMatter.journal;
- if (typeof journal !== 'undefined' && journal.title === 'Distill') {
- html += `
- Reuse
- Diagrams and text are licensed under Creative Commons Attribution CC-BY 4.0 with the source available on GitHub , unless noted otherwise. The figures that have been reused from other sources don’t fall under this license and can be recognized by a note in their caption: “Figure from …”.
- `;
- }
-
- if (typeof frontMatter.publishedDate !== 'undefined') {
- html += `
- Citation
- For attribution in academic contexts, please cite this work as
- ${frontMatter.concatenatedAuthors}, "${frontMatter.title}", Distill, ${frontMatter.publishedYear}.
- BibTeX citation
- ${serializeFrontmatterToBibtex(frontMatter)}
- `;
- }
-
- return html;
- }
-
- // Copyright 2018 The Distill Template Authors
-
- function DistillAppendix(dom, data) {
-
- const appendixTag = dom.querySelector('d-appendix');
- if (!appendixTag) {
- console.warn('No appendix tag found!');
- return;
- }
- const distillAppendixTag = appendixTag.querySelector('distill-appendix');
- if (!distillAppendixTag) {
- const distillAppendix = dom.createElement('distill-appendix');
- appendixTag.appendChild(distillAppendix);
- distillAppendix.innerHTML = appendixTemplate(data);
- }
-
- }
-
- const footerTemplate = `
-
-
-
-
-`;
-
- // Copyright 2018 The Distill Template Authors
-
- function DistillFooter(dom) {
- const footerTag = dom.querySelector('distill-footer');
- if(!footerTag) {
- const footer = dom.createElement('distill-footer');
- footer.innerHTML = footerTemplate;
- const body = dom.querySelector('body');
- body.appendChild(footer);
- }
- }
-
- // Copyright 2018 The Distill Template Authors
-
- const extractors = new Map([
- ['ExtractFrontmatter', ExtractFrontmatter],
- ['ExtractBibliography', ExtractBibliography],
- ['ExtractCitations', ExtractCitations],
- ]);
-
- const transforms = new Map([
- ['HTML', HTML],
- ['makeStyleTag', makeStyleTag],
- ['OptionalComponents', OptionalComponents],
- ['TOC', TOC],
- ['Byline', Byline],
- ['Mathematics', Mathematics],
- ['Meta', Meta],
- ['Typeset', Typeset],
- ['Polyfills', render],
- ['CitationList', CitationList],
- ['Reorder', render$1] // keep last
- ]);
-
- const distillTransforms = new Map([
- ['DistillHeader', DistillHeader],
- ['DistillAppendix', DistillAppendix],
- ['DistillFooter', DistillFooter],
- ]);
-
- /* Exported functions */
-
- function render$2(dom, data, verbose=true) {
- let frontMatter;
- if (data instanceof FrontMatter) {
- frontMatter = data;
- } else {
- frontMatter = FrontMatter.fromObject(data);
- }
- // first, we collect static data from the dom
- for (const [name, extract] of extractors.entries()) {
- if (verbose) console.warn('Running extractor: ' + name);
- extract(dom, frontMatter, verbose);
- }
- // secondly we use it to transform parts of the dom
- for (const [name, transform] of transforms.entries()) {
- if (verbose) console.warn('Running transform: ' + name);
- // console.warn('Running transform: ', transform);
- transform(dom, frontMatter, verbose);
- }
- dom.body.setAttribute('distill-prerendered', '');
- // the function calling us can now use the transformed dom and filled data object
- if (data instanceof FrontMatter) ; else {
- frontMatter.assignToObject(data);
- }
- }
-
- function distillify(dom, data, verbose=true) {
- // thirdly, we can use these additional transforms when publishing on the Distill website
- for (const [name, transform] of distillTransforms.entries()) {
- if (verbose) console.warn('Running distillify: ', name);
- transform(dom, data, verbose);
- }
- }
-
- function usesTemplateV2(dom) {
- const tags = dom.querySelectorAll('script');
- let usesV2 = undefined;
- for (const tag of tags) {
- const src = tag.src;
- if (src.includes('template.v1.js')) {
- usesV2 = false;
- } else if (src.includes('template.v2.js')) {
- usesV2 = true;
- } else if (src.includes('template.')) {
- throw new Error('Uses distill template, but unknown version?!');
- }
- }
-
- if (usesV2 === undefined) {
- throw new Error('Does not seem to use Distill template at all.');
- } else {
- return usesV2;
- }
- }
-
- const testing = {
- extractors: extractors,
- transforms: transforms,
- distillTransforms: distillTransforms
- };
-
- exports.FrontMatter = FrontMatter;
- exports.distillify = distillify;
- exports.render = render$2;
- exports.testing = testing;
- exports.usesTemplateV2 = usesTemplateV2;
-
- Object.defineProperty(exports, '__esModule', { value: true });
-
-})));
-//# sourceMappingURL=transforms.v2.js.map
+// Copyright 2018 The Distill Template Authors
+const me='/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nhtml {\n font-size: 14px;\n\tline-height: 1.6em;\n /* font-family: "Libre Franklin", "Helvetica Neue", sans-serif; */\n font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", Arial, sans-serif;\n /*, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";*/\n text-size-adjust: 100%;\n -ms-text-size-adjust: 100%;\n -webkit-text-size-adjust: 100%;\n}\n\n@media(min-width: 768px) {\n html {\n font-size: 16px;\n }\n}\n\nbody {\n margin: 0;\n}\n\na {\n color: #004276;\n}\n\nfigure {\n margin: 0;\n}\n\ntable {\n\tborder-collapse: collapse;\n\tborder-spacing: 0;\n}\n\ntable th {\n\ttext-align: left;\n}\n\ntable thead {\n border-bottom: 1px solid rgba(0, 0, 0, 0.05);\n}\n\ntable thead th {\n padding-bottom: 0.5em;\n}\n\ntable tbody :first-child td {\n padding-top: 0.5em;\n}\n\npre {\n overflow: auto;\n max-width: 100%;\n}\n\np {\n margin-top: 0;\n margin-bottom: 1em;\n}\n\nsup, sub {\n vertical-align: baseline;\n position: relative;\n top: -0.4em;\n line-height: 1em;\n}\n\nsub {\n top: 0.4em;\n}\n\n.kicker,\n.marker {\n font-size: 15px;\n font-weight: 600;\n color: rgba(0, 0, 0, 0.5);\n}\n\n\n/* Headline */\n\n@media(min-width: 1024px) {\n d-title h1 span {\n display: block;\n }\n}\n\n/* Figure */\n\nfigure {\n position: relative;\n margin-bottom: 2.5em;\n margin-top: 1.5em;\n}\n\nfigcaption+figure {\n\n}\n\nfigure img {\n width: 100%;\n}\n\nfigure svg text,\nfigure svg tspan {\n}\n\nfigcaption,\n.figcaption {\n color: rgba(0, 0, 0, 0.6);\n font-size: 12px;\n line-height: 1.5em;\n}\n\n@media(min-width: 1024px) {\nfigcaption,\n.figcaption {\n font-size: 13px;\n }\n}\n\nfigure.external img {\n background: white;\n border: 1px solid rgba(0, 0, 0, 0.1);\n box-shadow: 0 1px 8px rgba(0, 0, 0, 0.1);\n padding: 18px;\n box-sizing: border-box;\n}\n\nfigcaption a {\n color: rgba(0, 0, 0, 0.6);\n}\n\nfigcaption b,\nfigcaption strong, {\n font-weight: 600;\n color: rgba(0, 0, 0, 1.0);\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n@supports not (display: grid) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n display: block;\n padding: 8px;\n }\n}\n\n.base-grid,\ndistill-header,\nd-title,\nd-abstract,\nd-article,\nd-appendix,\ndistill-appendix,\nd-byline,\nd-footnote-list,\nd-citation-list,\ndistill-footer {\n display: grid;\n justify-items: stretch;\n grid-template-columns: [screen-start] 8px [page-start kicker-start text-start gutter-start middle-start] 1fr 1fr 1fr 1fr 1fr 1fr 1fr 1fr [text-end page-end gutter-end kicker-end middle-end] 8px [screen-end];\n grid-column-gap: 8px;\n}\n\n.grid {\n display: grid;\n grid-column-gap: 8px;\n}\n\n@media(min-width: 768px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start middle-start text-start] 45px 45px 45px 45px 45px 45px 45px 45px [ kicker-end text-end gutter-start] 45px [middle-end] 45px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 16px;\n }\n\n .grid {\n grid-column-gap: 16px;\n }\n}\n\n@media(min-width: 1000px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start] 50px [middle-start] 50px [text-start kicker-end] 50px 50px 50px 50px 50px 50px 50px 50px [text-end gutter-start] 50px [middle-end] 50px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 16px;\n }\n\n .grid {\n grid-column-gap: 16px;\n }\n}\n\n@media(min-width: 1180px) {\n .base-grid,\n distill-header,\n d-title,\n d-abstract,\n d-article,\n d-appendix,\n distill-appendix,\n d-byline,\n d-footnote-list,\n d-citation-list,\n distill-footer {\n grid-template-columns: [screen-start] 1fr [page-start kicker-start] 60px [middle-start] 60px [text-start kicker-end] 60px 60px 60px 60px 60px 60px 60px 60px [text-end gutter-start] 60px [middle-end] 60px [page-end gutter-end] 1fr [screen-end];\n grid-column-gap: 32px;\n }\n\n .grid {\n grid-column-gap: 32px;\n }\n}\n\n\n\n\n.base-grid {\n grid-column: screen;\n}\n\n/* .l-body,\nd-article > * {\n grid-column: text;\n}\n\n.l-page,\nd-title > *,\nd-figure {\n grid-column: page;\n} */\n\n.l-gutter {\n grid-column: gutter;\n}\n\n.l-text,\n.l-body {\n grid-column: text;\n}\n\n.l-page {\n grid-column: page;\n}\n\n.l-body-outset {\n grid-column: middle;\n}\n\n.l-page-outset {\n grid-column: page;\n}\n\n.l-screen {\n grid-column: screen;\n}\n\n.l-screen-inset {\n grid-column: screen;\n padding-left: 16px;\n padding-left: 16px;\n}\n\n\n/* Aside */\n\nd-article aside {\n grid-column: gutter;\n font-size: 12px;\n line-height: 1.6em;\n color: rgba(0, 0, 0, 0.6)\n}\n\n@media(min-width: 768px) {\n aside {\n grid-column: gutter;\n }\n\n .side {\n grid-column: gutter;\n }\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-title {\n padding: 2rem 0 1.5rem;\n contain: layout style;\n overflow-x: hidden;\n}\n\n@media(min-width: 768px) {\n d-title {\n padding: 4rem 0 1.5rem;\n }\n}\n\nd-title h1 {\n grid-column: text;\n font-size: 40px;\n font-weight: 700;\n line-height: 1.1em;\n margin: 0 0 0.5rem;\n}\n\n@media(min-width: 768px) {\n d-title h1 {\n font-size: 50px;\n }\n}\n\nd-title p {\n font-weight: 300;\n font-size: 1.2rem;\n line-height: 1.55em;\n grid-column: text;\n}\n\nd-title .status {\n margin-top: 0px;\n font-size: 12px;\n color: #009688;\n opacity: 0.8;\n grid-column: kicker;\n}\n\nd-title .status span {\n line-height: 1;\n display: inline-block;\n padding: 6px 0;\n border-bottom: 1px solid #80cbc4;\n font-size: 11px;\n text-transform: uppercase;\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-byline {\n contain: style;\n overflow: hidden;\n border-top: 1px solid rgba(0, 0, 0, 0.1);\n font-size: 0.8rem;\n line-height: 1.8em;\n padding: 1.5rem 0;\n min-height: 1.8em;\n}\n\n\nd-byline .byline {\n grid-template-columns: 1fr 1fr;\n grid-column: text;\n}\n\n@media(min-width: 768px) {\n d-byline .byline {\n grid-template-columns: 1fr 1fr 1fr 1fr;\n }\n}\n\nd-byline .authors-affiliations {\n grid-column-end: span 2;\n grid-template-columns: 1fr 1fr;\n margin-bottom: 1em;\n}\n\n@media(min-width: 768px) {\n d-byline .authors-affiliations {\n margin-bottom: 0;\n }\n}\n\nd-byline h3 {\n font-size: 0.6rem;\n font-weight: 400;\n color: rgba(0, 0, 0, 0.5);\n margin: 0;\n text-transform: uppercase;\n}\n\nd-byline p {\n margin: 0;\n}\n\nd-byline a,\nd-article d-byline a {\n color: rgba(0, 0, 0, 0.8);\n text-decoration: none;\n border-bottom: none;\n}\n\nd-article d-byline a:hover {\n text-decoration: underline;\n border-bottom: none;\n}\n\nd-byline p.author {\n font-weight: 500;\n}\n\nd-byline .affiliations {\n\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nd-article {\n contain: layout style;\n overflow-x: hidden;\n border-top: 1px solid rgba(0, 0, 0, 0.1);\n padding-top: 2rem;\n color: rgba(0, 0, 0, 0.8);\n}\n\nd-article > * {\n grid-column: text;\n}\n\n@media(min-width: 768px) {\n d-article {\n font-size: 16px;\n }\n}\n\n@media(min-width: 1024px) {\n d-article {\n font-size: 1.06rem;\n line-height: 1.7em;\n }\n}\n\n\n/* H2 */\n\n\nd-article .marker {\n text-decoration: none;\n border: none;\n counter-reset: section;\n grid-column: kicker;\n line-height: 1.7em;\n}\n\nd-article .marker:hover {\n border: none;\n}\n\nd-article .marker span {\n padding: 0 3px 4px;\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n position: relative;\n top: 4px;\n}\n\nd-article .marker:hover span {\n color: rgba(0, 0, 0, 0.7);\n border-bottom: 1px solid rgba(0, 0, 0, 0.7);\n}\n\nd-article h2 {\n font-weight: 600;\n font-size: 24px;\n line-height: 1.25em;\n margin: 2rem 0 1.5rem 0;\n border-bottom: 1px solid rgba(0, 0, 0, 0.1);\n padding-bottom: 1rem;\n}\n\n@media(min-width: 1024px) {\n d-article h2 {\n font-size: 36px;\n }\n}\n\n/* H3 */\n\nd-article h3 {\n font-weight: 700;\n font-size: 18px;\n line-height: 1.4em;\n margin-bottom: 1em;\n margin-top: 2em;\n}\n\n@media(min-width: 1024px) {\n d-article h3 {\n font-size: 20px;\n }\n}\n\n/* H4 */\n\nd-article h4 {\n font-weight: 600;\n text-transform: uppercase;\n font-size: 14px;\n line-height: 1.4em;\n}\n\nd-article a {\n color: inherit;\n}\n\nd-article p,\nd-article ul,\nd-article ol,\nd-article blockquote {\n margin-top: 0;\n margin-bottom: 1em;\n margin-left: 0;\n margin-right: 0;\n}\n\nd-article blockquote {\n border-left: 2px solid rgba(0, 0, 0, 0.2);\n padding-left: 2em;\n font-style: italic;\n color: rgba(0, 0, 0, 0.6);\n}\n\nd-article a {\n border-bottom: 1px solid rgba(0, 0, 0, 0.4);\n text-decoration: none;\n}\n\nd-article a:hover {\n border-bottom: 1px solid rgba(0, 0, 0, 0.8);\n}\n\nd-article .link {\n text-decoration: underline;\n cursor: pointer;\n}\n\nd-article ul,\nd-article ol {\n padding-left: 24px;\n}\n\nd-article li {\n margin-bottom: 1em;\n margin-left: 0;\n padding-left: 0;\n}\n\nd-article li:last-child {\n margin-bottom: 0;\n}\n\nd-article pre {\n font-size: 14px;\n margin-bottom: 20px;\n}\n\nd-article hr {\n grid-column: screen;\n width: 100%;\n border: none;\n border-bottom: 1px solid rgba(0, 0, 0, 0.1);\n margin-top: 60px;\n margin-bottom: 60px;\n}\n\nd-article section {\n margin-top: 60px;\n margin-bottom: 60px;\n}\n\nd-article span.equation-mimic {\n font-family: georgia;\n font-size: 115%;\n font-style: italic;\n}\n\nd-article > d-code,\nd-article section > d-code {\n display: block;\n}\n\nd-article > d-math[block],\nd-article section > d-math[block] {\n display: block;\n}\n\n@media (max-width: 768px) {\n d-article > d-code,\n d-article section > d-code,\n d-article > d-math[block],\n d-article section > d-math[block] {\n overflow-x: scroll;\n -ms-overflow-style: none; // IE 10+\n overflow: -moz-scrollbars-none; // Firefox\n }\n\n d-article > d-code::-webkit-scrollbar,\n d-article section > d-code::-webkit-scrollbar,\n d-article > d-math[block]::-webkit-scrollbar,\n d-article section > d-math[block]::-webkit-scrollbar {\n display: none; // Safari and Chrome\n }\n}\n\nd-article .citation {\n color: #668;\n cursor: pointer;\n}\n\nd-include {\n width: auto;\n display: block;\n}\n\nd-figure {\n contain: layout style;\n}\n\n/* KaTeX */\n\n.katex, .katex-prerendered {\n contain: style;\n display: inline-block;\n}\n\n/* Tables */\n\nd-article table {\n border-collapse: collapse;\n margin-bottom: 1.5rem;\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n}\n\nd-article table th {\n border-bottom: 1px solid rgba(0, 0, 0, 0.2);\n}\n\nd-article table td {\n border-bottom: 1px solid rgba(0, 0, 0, 0.05);\n}\n\nd-article table tr:last-of-type td {\n border-bottom: none;\n}\n\nd-article table th,\nd-article table td {\n font-size: 15px;\n padding: 2px 8px;\n}\n\nd-article table tbody :first-child td {\n padding-top: 2px;\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nspan.katex-display {\n text-align: left;\n padding: 8px 0 8px 0;\n margin: 0.5em 0 0.5em 1em;\n}\n\nspan.katex {\n -webkit-font-smoothing: antialiased;\n color: rgba(0, 0, 0, 0.8);\n font-size: 1.18em;\n}\n'+'/*\n * Copyright 2018 The Distill Template Authors\n *\n * Licensed under the Apache License, Version 2.0 (the "License");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an "AS IS" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n@media print {\n\n @page {\n size: 8in 11in;\n @bottom-right {\n content: counter(page) " of " counter(pages);\n }\n }\n\n html {\n /* no general margins -- CSS Grid takes care of those */\n }\n\n p, code {\n page-break-inside: avoid;\n }\n\n h2, h3 {\n page-break-after: avoid;\n }\n\n d-header {\n visibility: hidden;\n }\n\n d-footer {\n display: none!important;\n }\n\n}\n',ge="\nwindow.addEventListener('WebComponentsReady', function() {\n console.warn('WebComponentsReady');\n const loaderTag = document.createElement('script');\n loaderTag.src = 'https://distill.pub/template.v2.js';\n document.head.insertBefore(loaderTag, document.head.firstChild);\n});\n",ve="\nd-citation-list {\n contain: style;\n}\n\nd-citation-list .references {\n grid-column: text;\n}\n\nd-citation-list .references .title {\n font-weight: 500;\n}\n";var be='\n \n';const ye=`\n\n\n`,xe="\n\n",we=`\n\n\n\n\n`,ke=new Map([["ExtractFrontmatter",a],["ExtractBibliography",p],["ExtractCitations",w]]),Me=new Map([["HTML",k],["makeStyleTag",R],["OptionalComponents",z],["TOC",O],["Byline",S],["Mathematics",A],["Meta",T],["Typeset",q],["Polyfills",I],["CitationList",P],["Reorder",j]]),Se=new Map([["DistillHeader",F],["DistillAppendix",U],["DistillFooter",Y]]),ze={extractors:ke,transforms:Me,distillTransforms:Se};e.FrontMatter=ne,e.distillify=G,e.render=V,e.testing=ze,e.usesTemplateV2=W,Object.defineProperty(e,"__esModule",{value:!0})});
\ No newline at end of file
diff --git a/assets/js/masonry.js b/assets/js/masonry.js
index 054f3a0..57fd6fe 100644
--- a/assets/js/masonry.js
+++ b/assets/js/masonry.js
@@ -1,12 +1 @@
-$(document).ready(function() {
- // Init Masonry
- var $grid = $('.grid').masonry({
- gutter: 10,
- horizontalOrder: true,
- itemSelector: '.grid-item',
- });
- // Layout Masonry after each image loads
- $grid.imagesLoaded().progress( function() {
- $grid.masonry('layout');
- });
-});
+$(document).ready(function(){var r=$(".grid").masonry({gutter:10,horizontalOrder:!0,itemSelector:".grid-item"});r.imagesLoaded().progress(function(){r.masonry("layout")})});
\ No newline at end of file
diff --git a/assets/js/theme.js b/assets/js/theme.js
index 623600c..3eb6d1c 100644
--- a/assets/js/theme.js
+++ b/assets/js/theme.js
@@ -1,83 +1 @@
-// Has to be in the head tag, otherwise a flicker effect will occur.
-
-let toggleTheme = (theme) => {
- if (theme == "dark") {
- setTheme("light");
- } else {
- setTheme("dark");
- }
-}
-
-
-let setTheme = (theme) => {
- transTheme();
- setHighlight(theme);
- setGiscusTheme(theme);
-
- if (theme) {
- document.documentElement.setAttribute("data-theme", theme);
- }
- else {
- document.documentElement.removeAttribute("data-theme");
- }
- localStorage.setItem("theme", theme);
-
- // Updates the background of medium-zoom overlay.
- if (typeof medium_zoom !== 'undefined') {
- medium_zoom.update({
- background: getComputedStyle(document.documentElement)
- .getPropertyValue('--global-bg-color') + 'ee', // + 'ee' for trasparency.
- })
- }
-};
-
-
-let setHighlight = (theme) => {
- if (theme == "dark") {
- document.getElementById("highlight_theme_light").media = "none";
- document.getElementById("highlight_theme_dark").media = "";
- } else {
- document.getElementById("highlight_theme_dark").media = "none";
- document.getElementById("highlight_theme_light").media = "";
- }
-}
-
-
-let setGiscusTheme = (theme) => {
-
- function sendMessage(message) {
- const iframe = document.querySelector('iframe.giscus-frame');
- if (!iframe) return;
- iframe.contentWindow.postMessage({ giscus: message }, 'https://giscus.app');
- }
-
- sendMessage({
- setConfig: {
- theme: theme
- }
- });
-
-}
-
-
-let transTheme = () => {
- document.documentElement.classList.add("transition");
- window.setTimeout(() => {
- document.documentElement.classList.remove("transition");
- }, 500)
-}
-
-
-let initTheme = (theme) => {
- if (theme == null || theme == 'null') {
- const userPref = window.matchMedia;
- if (userPref && userPref('(prefers-color-scheme: dark)').matches) {
- theme = 'dark';
- }
- }
-
- setTheme(theme);
-}
-
-
-initTheme(localStorage.getItem("theme"));
+let toggleTheme=e=>{setTheme("dark"==e?"light":"dark")},setTheme=e=>{transTheme(),setHighlight(e),setGiscusTheme(e),e?document.documentElement.setAttribute("data-theme",e):document.documentElement.removeAttribute("data-theme"),localStorage.setItem("theme",e),"undefined"!=typeof medium_zoom&&medium_zoom.update({background:getComputedStyle(document.documentElement).getPropertyValue("--global-bg-color")+"ee"})},setHighlight=e=>{"dark"==e?(document.getElementById("highlight_theme_light").media="none",document.getElementById("highlight_theme_dark").media=""):(document.getElementById("highlight_theme_dark").media="none",document.getElementById("highlight_theme_light").media="")},setGiscusTheme=e=>{function t(e){const t=document.querySelector("iframe.giscus-frame");t&&t.contentWindow.postMessage({giscus:e},"https://giscus.app")}t({setConfig:{theme:e}})},transTheme=()=>{document.documentElement.classList.add("transition"),window.setTimeout(()=>{document.documentElement.classList.remove("transition")},500)},initTheme=e=>{if(null==e||"null"==e){const t=window.matchMedia;t&&t("(prefers-color-scheme: dark)").matches&&(e="dark")}setTheme(e)};initTheme(localStorage.getItem("theme"));
\ No newline at end of file
diff --git a/assets/js/zoom.js b/assets/js/zoom.js
index 8f81bfa..d02e52e 100644
--- a/assets/js/zoom.js
+++ b/assets/js/zoom.js
@@ -1,7 +1 @@
-// Initialize medium zoom.
-$(document).ready(function() {
- medium_zoom = mediumZoom('[data-zoomable]', {
- background: getComputedStyle(document.documentElement)
- .getPropertyValue('--global-bg-color') + 'ee', // + 'ee' for trasparency.
- })
-});
+$(document).ready(function(){medium_zoom=mediumZoom("[data-zoomable]",{background:getComputedStyle(document.documentElement).getPropertyValue("--global-bg-color")+"ee"})});
\ No newline at end of file
diff --git a/bin/cibuild b/bin/cibuild
deleted file mode 100644
index d5c9e19..0000000
--- a/bin/cibuild
+++ /dev/null
@@ -1 +0,0 @@
-bundle exec jekyll build
diff --git a/bin/deploy b/bin/deploy
deleted file mode 100644
index 6797268..0000000
--- a/bin/deploy
+++ /dev/null
@@ -1,116 +0,0 @@
-#!/usr/bin/env bash
-
-# Run this script to deploy the app to Github Pages
-
-# Parse cmd arguments
-
-SRC_BRANCH="master"
-DEPLOY_BRANCH="gh-pages"
-
-USAGE_MSG="usage: deploy [-h|--help] [-u|--user] [-s|--src SRC_BRANCH] [-d|--deploy DEPLOY_BRANCH] [--verbose] [--no-push]"
-
-while [[ $# > 0 ]]; do
- key="$1"
-
- case $key in
- -h|--help)
- echo $USAGE_MSG
- exit 0
- ;;
- -u|--user)
- ;;
- -s|--src)
- SRC_BRANCH="$2"
- shift
- ;;
- -d|--deploy)
- DEPLOY_BRANCH="$2"
- shift
- ;;
- --verbose)
- set -x
- ;;
- --no-push)
- NO_PUSH="--no-push"
- ;;
- *)
- echo "Option $1 is unknown." >&2
- echo $USAGE_MSG >&2
- exit 1
- ;;
- esac
- shift
-done
-
-# Exit if any subcommand fails
-set -e
-
-echo "Deploying..."
-echo "Source branch: $SRC_BRANCH"
-echo "Deploy branch: $DEPLOY_BRANCH"
-
-read -r -p "Do you want to proceed? [y/N] " response
-if [[ ! $response =~ ^([yY][eE][sS]|[yY])+$ ]]
-then
- echo "Aborting."
- [[ "$0" = "$BASH_SOURCE" ]] && exit 1 || return 1
-fi
-
-# Check if there are any uncommitted changes
-if ! git diff-index --quiet HEAD --; then
- echo "Changes to the following files are uncommitted:"
- git diff-index --name-only HEAD --
- echo "Please commit the changes before proceeding."
- echo "Aborting."
- [[ "$0" = "$BASH_SOURCE" ]] && exit 1 || return 1
-fi
-
-# Check if there are any untracked files
-if ! test -z "$(git ls-files --exclude-standard --others)"; then
- echo "There are untracked files:"
- git ls-files --exclude-standard --others
- echo "Please commit those files or stash them before proceeding."
- echo "Aborting."
- [[ "$0" = "$BASH_SOURCE" ]] && exit 1 || return 1
-fi
-
-# Switch to source branch (creates it if necessary from the current branch)
-if [ `git branch | grep $SRC_BRANCH | tr ' ' '\n' | tail -1` ]
-then
- git checkout $SRC_BRANCH
-else
- git checkout -b $SRC_BRANCH
-fi
-
-# Checkout DEPLOY_BRANCH branch
-if [ `git branch | grep $DEPLOY_BRANCH` ]
-then
- git branch -D $DEPLOY_BRANCH
-fi
-git checkout -b $DEPLOY_BRANCH
-
-# Export JEKYLL_ENV=production
-export JEKYLL_ENV=production
-
-# Build site
-bundle exec jekyll build
-
-# Delete and move files
-find . -maxdepth 1 ! -name '_site' ! -name '.git' ! -name 'CNAME' ! -name '.gitignore' -exec rm -rf {} \;
-mv _site/* .
-rm -R _site/
-
-# Create `.nojekyll` file (bypass GitHub Pages Jekyll processing)
-touch .nojekyll
-
-# Push to DEPLOY_BRANCH
-git add -fA
-git commit --allow-empty -m "$(git log -1 --pretty=%B) [ci skip]"
-[[ ${NO_PUSH} ]] || git push -f -q origin $DEPLOY_BRANCH
-
-# Move back to SRC_BRANCH
-git checkout $SRC_BRANCH
-
-echo "Deployed successfully!"
-
-exit 0
diff --git a/bin/docker_build_image.sh b/bin/docker_build_image.sh
deleted file mode 100644
index fe208af..0000000
--- a/bin/docker_build_image.sh
+++ /dev/null
@@ -1,5 +0,0 @@
- FILE=Gemfile.lock
-if [ -f "$FILE" ]; then
- rm $FILE
-fi
- docker build -t "al-folio:latest" .
\ No newline at end of file
diff --git a/bin/docker_run.sh b/bin/docker_run.sh
deleted file mode 100644
index 9c3d3d8..0000000
--- a/bin/docker_run.sh
+++ /dev/null
@@ -1,8 +0,0 @@
-FILE=Gemfile.lock
-if [ -f "$FILE" ]; then
- rm $FILE
-fi
-docker run --rm -v "$PWD:/srv/jekyll/" -p "8080:8080" \
- -it al-folio:latest bundler \
- exec jekyll serve --watch --port=8080 --host=0.0.0.0 \
- --verbose --livereload
\ No newline at end of file
diff --git a/bin/dockerhub_run.sh b/bin/dockerhub_run.sh
deleted file mode 100644
index ac6a14e..0000000
--- a/bin/dockerhub_run.sh
+++ /dev/null
@@ -1,8 +0,0 @@
-FILE=Gemfile.lock
-if [ -f "$FILE" ]; then
- rm $FILE
-fi
-docker run --rm -v "$PWD:/srv/jekyll/" -p "8080:8080" \
- -it amirpourmand/al-folio bundler \
- exec jekyll serve --watch --port=8080 --host=0.0.0.0 \
- --verbose --livereload
diff --git a/blog/2023/faster-rcnn/index.html b/blog/2023/faster-rcnn/index.html
new file mode 100644
index 0000000..3e24974
--- /dev/null
+++ b/blog/2023/faster-rcnn/index.html
@@ -0,0 +1,399 @@
+ Faster R-CNN - Phương pháp phát hiện đối tượng 02 giai đoạn và lịch sử | Doanh C. Bui Lời dẫn Phát hiện đối tượng là một trong các bài toán cơ sở của lĩnh vực Thị giác máy tính, và hiện vẫn được nghiên cứu rất sôi nổi. Mỗi năm, tại các hội nghị lớn như CVPR, ICCV, ECCV, ICLR đều xuất hiện các công bố liên quan đến bài toán này. Nhận thấy phát hiện đối tượng là bài toán quan trọng và là nền tảng giúp phát triển các bài toán khác trong thực tế, nhóm sinh viên lựa chọn và thực hiện tìm hiểu về bài toán này.
Các nghiên cứu trước khi có Faster R-CNN Hiện nay, các phương pháp phát hiện đối tượng được phân thành 02 loại: 02 giai đoạn và 01 giai đoạn. Đối với 01 giai đoạn sẽ được chia thành 02 nhánh phương pháp khác: anchor-free và anchor-based. Tuy nhiên, trong nội dung tiểu luận này, nhóm sinh viên chỉ tìm hiểu về phương pháp Faster R-CNN, và phương pháp này thuộc nhóm phương pháp 02 giai đoạn. Trước khi Faster R-CNN ra đời, đã có sự xuất hiện của 02 phương pháp: R-CNN và Fast R-CNN, trong đó Fast R-CNN là một cải tiến vô cùng hiệu quả của R-CNN, và Faster R-CNN là một bước phát triển lớn từ Fast R-CNN. Để trình bày Faster R-CNN, nhóm sinh viên sẽ nói lại sơ qua về phương pháp R-CNN và Fast R-CNN.
R-CNN Vào thời điểm trước khi nhóm phương pháp R-CNN ra đời, các phương pháp phát hiện đối tượng thường dựa vào đặc điểm của ảnh như màu sắc, và các thuật toán sử dụng mang hơi hướng phân cụm. R-CNN ra đời đánh dấu kỷ nguyên sử dụng kỹ thuật học sâu cho bài toán phát hiện đối tượng.
Phương pháp này có thể được mô tả đơn giản như sau: đầu tiên thuật toán selective search sẽ chọn ra khoảng $N$ vùng trên ảnh có khả năng cao chứa đối tượng. Thuật toán này chủ yếu dựa vào các đặc điểm bức ảnh như màu sắc. Trong bài báo gốc, các tác giả sử dụng \(N = 2000\), tức sẽ có \(2000\) vùng được đề xuất trên ảnh. Từ 2000 vùng này, ta sẽ tiến hành cắt ra từ ảnh gốc, và một mạng CNN sẽ được sử dụng để trích xuất đặc trưng của 2000 vùng ảnh này. Sau đó, từ lớp đặc trưng cuối cùng sẽ đi qua 1 lớp FC để tính toán một bộ offset \((\delta x, \delta y, \delta w, \delta h)\), trong đó \((\delta x, \delta y)\) là offset tọa độ tâm của đối tượng, \((\delta w, \delta h)\) là offset chiều rộng và chiều cao của đối tượng. Như vậy, mạng sẽ học cách bo sát đối tượng và phân lớp đối tượng từ N vùng truyền vào ban đầu. Đối tượng sẽ được phân lớp bằng thuật toán SVM (Support Vector Machine).
Q: offset là gì?
A: offset gọi là phần bù. Tức là ban đầu selective search chọn ra 2000 vùng. 2000 vùng này đều có tọa độ (x, y, w, h). Tuy nhiên nó chưa bo sát đối tượng, ta cần một nhánh FC học cách bo sát, nhưng ta không học ra tọa độ chính xác, mà từ tọa độ ở selective search ta căn chỉnh lại, đó gọi là offset.
Vậy ở đây chúng ta thấy điều gì? R-CNN phải thực hiện trích xuất đặc trưng cho \(2000\) vùng ảnh, như thế rất tốn thời gian. Cuộc sống luôn phải vận động và phát triển, do đó Fast R-CNN ra đời để khắc phục điểm yếu chí mạng này của R-CNN.
Fast R-CNN Về cơ bản, Fast R-CNN vẫn giữ ý tưởng 02 giai đoạn của R-CNN. Selective Search vẫn được sử dụng để tìm 2000 vùng có khả năng chứa đối tượng, tuy nhiên điểm khác biệt ở đây là Fast R-CNN trích xuất đặc trưng ảnh trước , sau đó mới sử dụng selective search để tìm ra 2000 vùng đặc trưng. Do đó, ta chỉ cần đưa 2000 vùng đặc trưng này để tiếp tục xử lý mà không cần rút trích lại. Điều này là một bước ngoặt, vì nó đã tăng tốc độ xử lý lên rất nhiều (\(\times 18.3\)) cho huấn luyện và \(\times 146\) cho suy luận) nhưng vẫn giữ được độ chính xác.
Một điều cải tiến khác, Fast R-CNN không dùng SVM để phân lớp đối tượng nữa, mà tác giả gắn vào mạng một đầu FC để phân lớp. Tức là bây giờ chúng ta có 02 lớp FC, 1 lớp FC để phân lớp đối tượng, 1 lớp FC còn lại để tính toán bộ offset để căn chỉnh tọa độ đối tượng lại cho chính xác (giống như bên R-CNN).
Cùng xem lại bảng kết quả so sánh giữa R-CNN và Fast R-CNN. Có thể thấy
Hình 3. Kết quả so sánh giữa Fast R-CNN và R-CNN [2].
Hình 3 là hình chụp kết quả từ bài báo gốc của Fast R-CNN. Có thể thấy rằng Fast R-CNN có kết quả tương đương với R-CNN, nhưng tốc độ vượt trội hơn rất nhiều. Tuy nhiên ý tưởng sử dụng 1 lớp FC để phân lớp chỉ vượt trội ở việc phát hiện các đối tượng lớn (L), các loại đối tượng nhỏ (S), trung bình (M) có hiệu quả phát hiện tương đương như R-CNN. Tuy nhiên với tốc độ vượt trội thế này thì không có lý do gì phải dùng R-CNN nữa.
Tuy nhiên, Fast R-CNN vẫn có điểm yếu chí mạng của nó. Đó là việc lựa chọn vùng đề xuất vẫn dựa vào thuật toán Selective Search. Liệu có cách nào cải tiến chính xác hơn ở điểm này hay không? Một cách tiếp cận khác mà nó tự học để đề xuất luôn.
Trên đây nhóm sinh viên cung cấp một cái nhìn tương đối đầy đủ về hoàn cảnh ra đời của Faster R-CNN. Phần dưới đây nhóm sinh viên sẽ trình bày kỹ hơn về Faster R-CNN.
Faster R-CNN Khắc phục điểm yếu chí mạng của Fast R-CNN, Faster R-CNN ra đời với hai điểm nổi bật duy nhất:
Mạng đề xuất khu vực (Regional Proposal Network), gọi tắt là RPN. Mạng này được huấn luyện để phát hiện các vùng trên ảnh khả năng cao chứa đối tượng. Nói một cách đơn giản, RPN sẽ thay thế Selective Search. Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN. Đơn giản dễ hiểu, Faster R-CNN là sự kết hợp của RPN và mạng Fast R-CNN đã trình bày ở phía trên. Sau đó các tác giả đã thử các cơ chế chia sẻ trọng số khác nhau để kết hợp hoàn hảo hai thứ này. Dưới đây chúng ta sẽ tìm hiểu kỹ về mạng đề xuất khu vực. Đáng chú ý, Faster R-CNN được công bố tại hội nghị NeurlPS, là một hội nghị có những công bố mang tính bước ngoặt. Vì lẽ đó, Faster R-CNN được coi là một bước ngoặt. Faster R-CNN không còn là một phương pháp, Faster R-CNN đã là một hệ tư tưởng khi nhắc về nhóm phương pháp 02 giai đoạn. Dưới đây nhóm sinh viên sẽ trình bày kỹ về mạng đề xuất khu vực, và cơ chế chia sẻ trọng số - những thứ làm nên thành công của Faster R-CNN.
Mạng đề xuất khu vực (Regional Proposal Network) Như đã nói, mạng đề xuất khu vực sẽ được dùng để đề xuất các vùng khả năng cao chứa đối tượng thay cho thuật toán Selective Search. Gọi nó là “mạng” vì nó có “học”. Thế làm sao để chúng ta huấn luyện được mạng này?
Hình 4. Minh họa cách chọn mẫu của Faster R-CNN [3].
Để huấn luyện được mạng RPN, chúng ta cần tạo dữ liệu cho nó học, cơ chế này được gọi là chọn mẫu (sampling). Để giải thích về cơ chế này, dễ nhất các bạn đọc quan sát Hình 4. Từ đặc trưng của ảnh (conv feature map), sẽ có một cửa sổ trượt có kích thước \(N \times N\) (sliding window) trượt qua một cách lần lượt. Tại mỗi lần trượt, nó sẽ tạo ra \(k\) anchor box.
Q: khoan khoan, dừng lại khoảng chừng là 2 giây. Anchor box là gì vậy? A: anchor box là một khái niệm chỉ các “hộp neo” được định nghĩa trước, làm tiền đề cho các bước phía sau. Tại sao gọi là “hộp neo”, vì nó sẽ tạm thời neo đậu, dựa vào các hộp neo đậu này mà bằng một cách nào đó chúng ta sẽ sử dụng nó để xác định đối tượng trên ảnh. Khái niệm này sẽ còn gặp lại ở các nhóm phương pháp 01 giai đoạn.
\(k\) anchor box có \(k\) kích thước khác nhau, trong bài báo gốc, tác giả chọn \(k=9\). Mỗi anchor box sẽ được gán 2 thứ:
Lớp nhị phân xác định nó có đối tượng hay không. Nếu anchor box đó được xác định là mẫu có chứa đối tượng, ta gán là \(1\), ngược lại là \(0\). Tọa độ của anchor box, bao gồm 04 phần tử \((x, y, w, h)\). Thế thì làm sao chúng ta xác định được liệu 1 anchor box có chứa đối tượng hay không? Câu trả lời đơn giản là ta đi so với mẫu dữ liệu thật. Mỗi 1 anchor box sẽ được đi tính toán độ đo IoU với các hộp dự đoán thật (ground-truth), sau đó ta sẽ lấy giá trị IoU cao nhất của anchor box đó so với các ground-truth. Anchor box đó sẽ được chọn là mẫu \(1\) khi \(IoU > 0.7\), và chọn là mẫu \(0\) khi \(IoU \leq 0.3\). Vậy còn một đoạn từ \((0.3, 0.7]\) ta sẽ không chọn.
Như vậy, bây giờ ta đã có một tập dữ liệu bao gồm các anchor box có đối tượng và anchor box không đối tượng cho mạng RPN học.
Để huấn luyện ta cần định nghĩa một hàm mất mát tối ưu hóa đa mục tiêu: 1) xác định có hoặc không chứa đối tượng (phân lớp nhị phân); 2) hồi quy tọa độ. Hàm mất mát để huấn luyện RPN được định nghĩa như sau:
\[L(\{p_i\}, \{t_i\}) = \frac{1}{N_{cls}} \sum_i L_{cls} (p_i, \hat p_i) + \lambda \frac{1}{N_{reg}} \sum_i \hat p_i L_{reg}(t_i, \hat t_i)\] Trong đó, \(L_{cls}\) là hàm binary cross-entropy, còn \(L_{reg}\) là hàm mất mát hồi quy \(SmoothL1\); \(\hat p_i\) là phân phối xác suất dự đoán hộp đề xuất có đối tượng hay không, \(p_i\) là nhãn thật sự; \(\hat t_i\) là tọa độ dự đoán đã được tham số hóa; \(t_i\) là tọa độ thật đã được tham số hóa, \(t=\{t_x, t_y, t_w, t_h\}\) và \(\hat t=\{\hat t_x, \hat t_y, \hat t_w, \hat t_h\}\) được định nghĩa như sau:
\(t_x = (x - x_a) / w_a; \hat t_x = (\hat x - x_a) / w_a\) \(t_y = (y - y_a) / h_a; \hat t_y = (\hat y - y_a) / h_a\) \(t_w = \log (w / w_a); \hat t_w = \log (\hat w / w_a)\) \(t_h = \log (h / h_a); \hat t_h = \log (\hat h / h_a)\)
Trong đó, \(x\), \(\hat x\), \(x_a\) lần lượt là hoành độ tâm thật sự của hộp bao, hoành độ tâm dự đoán của hộp bao và hoành độ tâm anchor box. \(y\), \(\hat y\), \(y_a\) là tung độ tâm. Như thế ta có thể thấy, ở đây RPN không cố gắng để dự đoán các vị trí giống như hộp mỏ neo (vì nếu thế thì sử dụng hộp mỏ neo luôn cần gì học nữa), mà nó sẽ cố gắng dự đoán các vùng đề xuất lân cận các anchor box, mà tại đó có nhiều hộp bao ground-truth.
Thực tế, RPN sinh ra rất nhiều hộp đề xuất, trong khi chúng ta chỉ cần \(N=2000\) hộp đề xuất. Có nhiều hộp đề xuất ban đầu bị chồng lấp lên nhau, lúc này tác giả sử dụng thuật toán non maximum suppression (NMS) với ngưỡng \(IoU=0.7\) để loại đi các hộp đề xuất chồng lấp, chỉ giữ lại \(2000\) hộp đề xuất để đưa vào Fast R-CNN huấn luyện. Tuy nhiên, khi huấn luyện thì \(N=2000\), trong khi đó lúc đánh giá (test) thì \(N\) là một con số khác (nhỏ hơn 2000).
Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN (Sharing Convolutional Features) Việc huấn luyện RPN và Fast R-CNN được thực hiện độc lập chứ không end-to-end. Lý do của việc này rất dễ hiểu: rất khó để huấn luyện hai thứ này cùng một lúc. Fast R-CNN cần có một cơ chế sinh mẫu cố định (sinh ra các hộp đề xuất) để học, và bản thân Fast R-CNN cũng có một hàm tối ưu hóa tương tự như RPN (tổng của hàm mất mát phân lớp đối tượng và hàm mất mát hồi quy, nhưng hàm mất mát ở Fast R-CNN dùng cho đa lớp). Do đó không biế rằng nếu cơ chế sinh mẫu liên tục thay đổi (liên tục cập nhật trọng số lại ở RPN) thì mạng hợp nhất này có hội tụ được hay không. Do đó, tác giả đã đề xuất một cơ chế huấn luyện chia sẻ trọng số gồm 4 bước sau đây:
Bước 1: Huấn luyện RPN trước Bước 2: Đóng băng trọng số ở RPN, sử dụng mạng RPN vừa học được sinh ra các vùng đề xuất cho mạng Fast R-CNN. Bước 3: Dùng trọng số vừa học được ở mạng Fast R-CNN làm trọng số khởi tạo của mạng RPN ở các lớp tích chập (RPN và Fast R-CNN chia sẻ trọng số ở một số lớp tích chập), và chỉ fine-tune các lớp tích chập của riêng FPN và 2 lớp FC. Bước 4: Đóng băng trọng số ở mạng RPN vừa học để sinh các mẫu cho Fast R-CNN, và chỉ fine-tune Fast R-CNN ở 2 lớp FC. Kết quả so với Fast R-CNN
Hình 5. Kết quả so sánh giữa việc sử dụng RPN và thuật toán Selective Search [3].
Có thể thấy, việc sử dụng thuật toán Selective Search cho kết quả thấp hơn khi sử dụng RPN. Hơn nữa, tốc độ xử lý của Fast R-CNN sử dụng RPN (Faster R-CNN) cũng nhanh hơn sử dụng thuật toán Selective Search. Vừa tốt hơn vừa nhanh hơn, Faster R-CNN đã trở thành một “hệ tư tưởng”.
Hướng dẫn huấn luyện thử Faster R-CNN Faster R-CNN khá khó để có thể code from scratch. Do đó, trong nội dung bài viết này, nhóm sinh viên hướng dẫn bạn đọc cách huấn luyện thử một mô hình Faster R-CNN thông qua toolbox MMDetection [4].
Lưu ý: source code được thực nghiệm trên Google Colab.
Trong bài này, nhóm sinh viên sử dụng bộ dữ liệu UIT-VinaDeveS22 được cung cấp ở đây: https://github.com/nguyenvd-uit/uit-together-dataset/blob/main/UIT-VinaDeveS22.md
UIT-VinaDeveS22 là bộ dữ liệu phát hiện phương tiện giao thông từ camera CCTV, các phương tiện trong bộ dữ liệu bao gồm: bicycle, motorcycle, car, van, truck, bus, fire truck.
1. Cài đặt thư viện Đầu tiên, chúng ta cần clone toolbox MMDetection từ Github về, sau đó cài đặt các thư viện cần thiết:
2. Import thư viện Bước 2.1: ta import các thư viện liên quan cần dùng, ở đây chúng ta cần import mmdet, mmcv. # Dùng để build config
+import mmdet
+from mmdet.apis import set_random_seed
+from mmcv import Config
+
+# Dùng để xây dựng dataset
+from mmdet.datasets import build_dataset
+from mmdet.models import build_detector
+from mmdet.apis import train_detector
+
+# Dùng để dự đoán
+from mmdet.apis import init_detector, inference_detector, show_result_pyplot
+import mmcv
+3. Chuẩn bị dữ liệu Tải dữ liệu tại đây: https://drive.google.com/file/d/1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv/view?usp=sharing
Ta có thể tải bằng lệnh sau:
!gdown --id 1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv
+Sau khi tải, chúng ta giải nén dữ liệu bằng lệnh unzip
!unzip UIT-VinaDeveS22.zip
+Bộ dữ liệu được tổ chức theo cấu trúc sau:
UIT-VinaDeveS22
+|__ images
+|____ *.jpg
+|__ outputtrain.json
+|__ outputvalid.json
+|__ outputtest.json
+Thư mục images chứa toàn bộ ảnh của bộ dữ liệu. 3 file ouputtrain.json, outputvalid.json và outputtest.json là 3 file annotation đã được chuẩn bị theo định dạng MS-COCO ứng với 3 tập: train, valid, test.
4. Chuẩn bị config Bước này khá quan trọng. Hiện tại MMDetection đã hỗ trợ cho chúng ta rất nhiều config của nhiều phương pháp SOTA cho phát hiện đối tượng hiện tại, lên tới vài chục phương pháp. Tuy nhiên, chúng ta chỉ sử dụng config dành cho Faster R-CNN.
Bước 4.1: Config trong MMDetection được thiết kế theo cơ chế kế thừa, tức là từ config chuẩn bị sẵn, chúng ta sẽ tinh chỉnh cho phù hợp với bộ dữ liệu của chúng ta. Đầu tiên ta cần xác định config cha mà chúng ta sẽ kế thừa cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
+faster_rcnn_r101_fpn_1x_coco.py là file config của phương pháp Faster R-CNN, sử dụng kiến trúc CNN ResNet-101 để trích xuất đặc trưng ảnh (là các lớp conv chung của mạng RPN và Fast R-CNN). Trong đó có sử dụng FPN (một cơ chế multi-scale feature map, tức là thay vì qua mạng CNN chỉ có 1 đầu ra thì nó sẽ có nhiều đầu ra với các resolution khác nhau).
Bước 4.2: Ta cần định nghĩa lại dữ liệu. MMDetection hỗ trợ các bộ dữ liệu sẵn có như COCO, sử dụng bộ dữ liệu khác ta cần định nghĩa lại các lớp. Tuy nhiên do cấu trúc bộ dữ liệu cũng giống như COCO, ta chỉ kế thừa nó về chỉnh lại các lớp sao cho phù hợp: from mmdet.datasets.builder import DATASETS
+from mmdet.datasets import CocoDataset
+
+@DATASETS.register_module()
+class VinaDeveS22(CocoDataset):
+ CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
+ Bước 4.3: ta đặt đường dẫn cho tập dữ liệu, bao gồm đường dẫn ảnh, annotation cho tập train, test, valid: # Đường dẫn dữ liệu
+import os
+data_root_dir = '/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/'
+
+# Chuẩn bị config
+
+cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
+
+# Modify dataset type and path
+cfg.data_root = data_root_dir
+
+cfg.data.test.type = 'VinaDeveS22'
+cfg.data.test.ann_file = os.path.join(data_root_dir, 'outputtest.json')
+cfg.data.test.img_prefix = os.path.join(data_root_dir, 'images')
+
+cfg.data.train.type = 'VinaDeveS22'
+cfg.data.train.ann_file = os.path.join(data_root_dir, 'outputtrain.json')
+cfg.data.train.img_prefix = os.path.join(data_root_dir, 'images')
+
+cfg.data.val.type = 'VinaDeveS22'
+cfg.data.val.ann_file = os.path.join(data_root_dir, 'outputvalid.json')
+cfg.data.val.img_prefix = os.path.join(data_root_dir, 'images')
+ Bước 4.4: Một số cấu hình khác như số epoch để save checkpoint 1 lần, learning rate, đường dẫn lưu checkpoint, số lớp cần classify của mô hình, … # Một số cấu hình khác
+
+cfg.optimizer.lr = 0.02 / 8
+cfg.lr_config.warmup = None
+cfg.log_config.interval = 500
+
+# We can set the evaluation interval to reduce the evaluation times
+cfg.evaluation.interval = 1
+# We can set the checkpoint saving interval to reduce the storage cost
+cfg.checkpoint_config.interval = 3
+
+# Set seed thus the results are more reproducible
+cfg.seed = 0
+set_random_seed(0, deterministic=False)
+cfg.gpu_ids = range(1)
+
+# Số class
+cfg.model.roi_head.bbox_head.num_classes = 7
+
+# Đường dẫn lưu checkpoints
+cfg.work_dir = './checkpoints'
+5. Xây dựng model và huấn luyện Ta tiến hành xây dựng mô hình dựa trên config đã chuẩn bị:
# Build dataset
+datasets = [build_dataset(cfg.data.train)]
+
+# Build the detector
+model = build_detector(cfg.model, train_cfg=cfg.get('train_cfg'), test_cfg=cfg.get('test_cfg'))
+# Add an attribute for visualization convenience
+model.CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
+Tiến hành huấn luyện:
train_detector(model, datasets, cfg, distributed=False, validate=True)
+Log khi huấn luyện:
2022-06-20 02:41:11,989 - mmdet - INFO - Start running, host: root@1aa12ebaa861, work_dir: /content/drive/MyDrive/LvThs_OCR/mmdetection/checkpoints
+2022-06-20 02:41:11,997 - mmdet - INFO - Hooks will be executed in the following order:
+before_run:
+(VERY_HIGH ) StepLrUpdaterHook
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_train_epoch:
+(VERY_HIGH ) StepLrUpdaterHook
+(NORMAL ) EvalHook
+(NORMAL ) NumClassCheckHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_train_iter:
+(VERY_HIGH ) StepLrUpdaterHook
+(LOW ) IterTimerHook
+ --------------------
+after_train_iter:
+(ABOVE_NORMAL) OptimizerHook
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+after_train_epoch:
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_val_epoch:
+(NORMAL ) NumClassCheckHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_val_iter:
+(LOW ) IterTimerHook
+ --------------------
+after_val_iter:
+(LOW ) IterTimerHook
+ --------------------
+after_val_epoch:
+(VERY_LOW ) TextLoggerHook
+ --------------------
+2022-06-20 02:41:11,999 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
+loading annotations into memory...
+Done (t=0.01s)
+creating index...
+index created!
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:44:30,061 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.42s).
+Accumulating evaluation results...
+2022-06-20 02:44:33,060 - mmdet - INFO - Epoch(val) [1][327] bbox_mAP: 0.0060, bbox_mAP_50: 0.0200, bbox_mAP_75: 0.0010, bbox_mAP_s: 0.0090, bbox_mAP_m: 0.0060, bbox_mAP_l: 0.0000, bbox_mAP_copypaste: 0.006 0.020 0.001 0.009 0.006 0.000
+DONE (t=0.36s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.006
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.020
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.001
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.009
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.006
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.050
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.027
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:47:51,860 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.47s).
+Accumulating evaluation results...
+2022-06-20 02:47:54,962 - mmdet - INFO - Epoch(val) [2][327] bbox_mAP: 0.0280, bbox_mAP_50: 0.0750, bbox_mAP_75: 0.0150, bbox_mAP_s: 0.0180, bbox_mAP_m: 0.0340, bbox_mAP_l: 0.0140, bbox_mAP_copypaste: 0.028 0.075 0.015 0.018 0.034 0.014
+DONE (t=0.40s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.028
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.075
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.015
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.018
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.034
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.014
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.051
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.071
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.095
+2022-06-20 02:50:51,428 - mmdet - INFO - Saving checkpoint at 3 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 02:51:15,654 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.22s).
+Accumulating evaluation results...
+2022-06-20 02:51:18,523 - mmdet - INFO - Epoch(val) [3][327] bbox_mAP: 0.0970, bbox_mAP_50: 0.2000, bbox_mAP_75: 0.0800, bbox_mAP_s: 0.0340, bbox_mAP_m: 0.0750, bbox_mAP_l: 0.0900, bbox_mAP_copypaste: 0.097 0.200 0.080 0.034 0.075 0.090
+DONE (t=0.42s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.097
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.200
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.080
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.034
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.075
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.090
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.084
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.117
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.161
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:54:37,466 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.03s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.27s).
+Accumulating evaluation results...
+2022-06-20 02:54:40,383 - mmdet - INFO - Epoch(val) [4][327] bbox_mAP: 0.0960, bbox_mAP_50: 0.2050, bbox_mAP_75: 0.0710, bbox_mAP_s: 0.0400, bbox_mAP_m: 0.0910, bbox_mAP_l: 0.0930, bbox_mAP_copypaste: 0.096 0.205 0.071 0.040 0.091 0.093
+DONE (t=0.41s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.096
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.205
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.071
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.040
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.091
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.093
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.152
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.162
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:57:58,671 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.14s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.36s).
+Accumulating evaluation results...
+2022-06-20 02:58:00,468 - mmdet - INFO - Epoch(val) [5][327] bbox_mAP: 0.1600, bbox_mAP_50: 0.3140, bbox_mAP_75: 0.1440, bbox_mAP_s: 0.0670, bbox_mAP_m: 0.1430, bbox_mAP_l: 0.1490, bbox_mAP_copypaste: 0.160 0.314 0.144 0.067 0.143 0.149
+DONE (t=0.25s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.160
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.314
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.144
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.067
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.143
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.149
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.125
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.218
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.232
+2022-06-20 03:00:58,010 - mmdet - INFO - Saving checkpoint at 6 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.6 task/s, elapsed: 23s, ETA: 0s2022-06-20 03:01:22,836 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.80s).
+Accumulating evaluation results...
+2022-06-20 03:01:25,153 - mmdet - INFO - Epoch(val) [6][327] bbox_mAP: 0.2180, bbox_mAP_50: 0.4040, bbox_mAP_75: 0.2040, bbox_mAP_s: 0.1180, bbox_mAP_m: 0.2210, bbox_mAP_l: 0.1760, bbox_mAP_copypaste: 0.218 0.404 0.204 0.118 0.221 0.176
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.218
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.404
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.204
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.118
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.221
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.176
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.175
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.347
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.261
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 03:04:44,056 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.84s).
+Accumulating evaluation results...
+2022-06-20 03:04:46,289 - mmdet - INFO - Epoch(val) [7][327] bbox_mAP: 0.2310, bbox_mAP_50: 0.4290, bbox_mAP_75: 0.2300, bbox_mAP_s: 0.1720, bbox_mAP_m: 0.2770, bbox_mAP_l: 0.1790, bbox_mAP_copypaste: 0.231 0.429 0.230 0.172 0.277 0.179
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.231
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.429
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.230
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.277
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.179
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.407
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.306
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:08:05,146 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.01s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.78s).
+Accumulating evaluation results...
+2022-06-20 03:08:07,322 - mmdet - INFO - Epoch(val) [8][327] bbox_mAP: 0.2610, bbox_mAP_50: 0.4790, bbox_mAP_75: 0.2570, bbox_mAP_s: 0.1560, bbox_mAP_m: 0.2850, bbox_mAP_l: 0.2110, bbox_mAP_copypaste: 0.261 0.479 0.257 0.156 0.285 0.211
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.261
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.479
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.257
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.285
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.211
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.392
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.337
+2022-06-20 03:11:04,360 - mmdet - INFO - Saving checkpoint at 9 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:11:28,443 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.01s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.56s).
+Accumulating evaluation results...
+2022-06-20 03:11:30,381 - mmdet - INFO - Epoch(val) [9][327] bbox_mAP: 0.3230, bbox_mAP_50: 0.5630, bbox_mAP_75: 0.3410, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.3380, bbox_mAP_l: 0.2390, bbox_mAP_copypaste: 0.323 0.563 0.341 0.251 0.338 0.239
+DONE (t=0.30s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.563
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.341
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.338
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.239
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.465
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.375
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:14:49,643 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.56s).
+Accumulating evaluation results...
+2022-06-20 03:14:51,582 - mmdet - INFO - Epoch(val) [10][327] bbox_mAP: 0.3260, bbox_mAP_50: 0.5650, bbox_mAP_75: 0.3490, bbox_mAP_s: 0.2750, bbox_mAP_m: 0.3510, bbox_mAP_l: 0.2430, bbox_mAP_copypaste: 0.326 0.565 0.349 0.275 0.351 0.243
+DONE (t=0.29s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.565
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.349
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.351
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.243
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.380
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.394
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:18:11,238 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.14s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.43s).
+Accumulating evaluation results...
+2022-06-20 03:18:13,126 - mmdet - INFO - Epoch(val) [11][327] bbox_mAP: 0.3320, bbox_mAP_50: 0.5600, bbox_mAP_75: 0.3570, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.3600, bbox_mAP_l: 0.2460, bbox_mAP_copypaste: 0.332 0.560 0.357 0.306 0.360 0.246
+DONE (t=0.27s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.560
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.357
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.360
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.246
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.370
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.393
+Bước 6: Dự đoán trên ảnh mới Sau khi huấn luyện xong, ta thử dự đoán trên 01 ảnh mới. Giả sử nhóm sinh viên chọn ảnh 000000100.jpg trong tập dữ liệu:
# Show thử 1 vài ảnh
+img = mmcv.imread('/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/images/000000100.jpg')
+
+model.cfg = cfg
+result = inference_detector(model, img)
+show_result_pyplot(model, img, result)
+Hình ảnh đầu ra:
Một số hình ảnh khác:
Tài liệu tham khảo [1]. Girshick, R., Donahue, J., Darrell, T., & Malik, J. (2014). Rich feature hierarchies for accurate object detection and semantic segmentation. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 580-587).
[2]. Girshick, R. (2015). Fast r-cnn. In Proceedings of the IEEE international conference on computer vision (pp. 1440-1448).
[3]. Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems, 28.
[4]. Chen, K., Wang, J., Pang, J., Cao, Y., Xiong, Y., Li, X., … & Lin, D. (2019). MMDetection: Open mmlab detection toolbox and benchmark. arXiv preprint arXiv:1906.07155.
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+ Hàn du thi tập | Doanh C. Bui Hàn du thi tập (Tập thơ sáng tác ở Hàn) Lời nói đầu Kính chào quý bằng hữu,
Tại hạ là Doanh (Công Danh), xin phép được gửi đến quý bằng hữu, những người cùng sở thích thi ca một tập thơ mà tại hạ đã sáng tác trong quá trình làm việc và sinh sống tại Thủ Nhĩ, Đại Hàn.
Trong tập thơ này, tại hạ giới thiệu một số bài thơ mà tại hạ viết ở thể 5 chữ, hoặc 7 chữ, hoặc thơ 6-8. Tại hạ đặc biệt thích thể loại thơ 7 chữ, theo luật Đại Đường (thất ngôn tứ tuyệt Đường luật).
Các bài thơ tại hạ viết chủ yếu có chủ đề về nhân sinh và tình yêu , và hầu hết được sáng tác vào lúc 1-2 giờ sáng, lúc mà tâm trạng dâng trào nhất. Về chủ đề nhân sinh , tại hạ thường viết về góc nhìn của mình về cuộc đời với tâm trạng hơi u tối một chút, nhưng đâu đó vẫn có màu tươi sáng. Về tình yêu , tại hạ thường viết về chủ đề mối tình đã lỡ. Câu cú có phần một chút trách móc, nhưng tiếc thương một mối tình đã lỡ, và da diết tôn trọng.
Các bài thơ sẽ có các lỗi trong cách gieo vần, dùng từ. Nếu đọc thơ khiến các bằng hữu không thoải mái, tại hạ rất xin lỗi, và luôn đó nhận những lời góp ý.
Mời quý bằng hữu thưởng thơ.
Kính bút,
Công Danh
Lập Thu Đại Hàn Lập thu nơi xóm nhỏ
Cho nỗi niềm chơi vơi
Đôi điều còn bỏ ngõ
Tìm đâu phía chân trời.
Công Danh, 6.9.2023
Cầu vồng tình lỡ Cầu vồng đẹp nhất sau mưa
Ngày em đẹp nhất là vừa xa anh
Buồn nào rồi cũng trôi nhanh
Nhưng thành vết xẹo khó lành về sau
Công Danh, 11.9.2023
Miền đất khác Một vệt nắng cuối trời
Cho chiều buồn man mác
Liệu một miền đất khác
Có nỗi niềm chơi vơi?
Công Danh, 12.9.2023
Lửa thủ đô Bài thơ tỏ lòng tiếc thương cho các nạn nhân của một vụ cháy kinh hoàng ở thủ đô Hà Nội
Ở giữa lòng thủ đô
Một màu buồn man mác
Trời đêm mưa lác đác
Lửa hóa kiếp hư vô…
Công Danh, 14.9.2023
Tình tan Đượm nắng lập thu cuối chiều ta
Niệm về ngày cũ vốn phôi pha
Hoàng hôn chớm tắt, hồn vô ngã
Chôn giấu tình tan, em với ta.
Ánh mắt ai đậm đà
Tiếng cười ai giòn giã,
Tâm tư ai la cà
Không phải em, là lá…
Công Danh và Minh Niên, 20.9.2023
Hạnh phúc mới Bài thơ được sáng tác từ bài hát Hạnh phúc mới, nhưng đổi vai hai nhân vật nam và nữ.
Ngày hôm nào em nói
Mình chia tay thôi anh
Nghe như lời trăn trối
Gạt lệ buồn phai nhanh.
Anh à, đừng buồn nữa
Tình nào cũng thế thôi
Hợp, yêu, tan, rồi mất
Còn nỗi lòng đơn côi.
Em đang ở đâu đó
Để nỗi niềm chơi vơi
Hồn em bay theo gió
Tìm em cuối chân trời…
Công Danh, 8.10.2023
Sài Gòn nhỏ Bài thơ được sáng tác rất lâu, nhưng đến ngày này mới hoàn chỉnh
Có một Sài Gòn nhỏ
Con phố đông người qua
Có chuyến xe buýt nọ
Từng chở cuộc tình ta.
Ngày đôi mình chia xa,
Hạ vẫn còn vương nắng
Tình ngọt chợt thành đắng
Chỉ còn dằm trong tim.
Đôi mắt anh lim dim
Mơ về ngày ngây dại
Thấy em quay nhìn lại
Như tình mình chưa phai.
Công Danh, 12.10.2023
Cầu sông Hậu Nhớ về ngày cũ còn đâu,
Bóng hình em gái hát câu gọi đò
Ngân vang sông Hậu câu hò
Giờ đây chẳng phải đi đò sang ngang
Ai về Châu Đốc, An Giang,
Qua cậu sông Hậu, gửi nàng yêu thương.
Công Danh, 11.11.2023
Một kiếp người Bài thơ sáng tác để tiếc thương cho một người bà của một người bạn đã mất.
Thoáng chốc là xong một kiếp người
Hồng trần vướng bận cứ buông lơi
Người đi về chốn hồn thanh thản
Để lại ngàn năm nỗi đau đời.
Các bản dịch bài thơ nổi tiếng của William Shakespeare Ở phần này, tại hạ giới thiệu các bằng hữu bản dịch do tại hạ thực hiện cho một bài thơ nổi tiếng dưới phong cách của các nhà thơ lớn của thi văn Việt Nam.
Bản gốc:
You say that you love rain, but you open your umbrella when it rains.
You say that you love the sun, but you find a shadow spot when the sun shines.
You say that you love the wind, but you close your windows when wind blows.
This is why I am afraid, you say that you love me too
Bản dịch phong cách Xuân Diệu: Em nói rất thích mưa
Sao tìm dù mà tránh
Em thích nhìn nắng hạ
Sao đi tìm nơi râm.
Em từng nói rằng em yêu gió lộng
Vậy mà sao giờ chốt cửa cài then
Chợt thổn thức, anh thẹn cười bẽn lẽn
Thế thì còn… lời em nói yêu anh?
Bản dịch phong cách Hàn Mặc Tử: Sao em không còn yêu mưa nhỉ?
Mà kéo dù lên tránh ướt mi
Rồi kêu thích nắng, yêu hương Hạ
Thế núp nơi râm là nghĩa gì?
Em nói rằng yêu, gió vừa qua
Thế sao cửa đóng, rèm bung ra?
Bỗng nhiên anh thấy thật không ổn
Ai biết tình em có đậm đà…
Bản dịch phong cách Tố Hữu: Từng nói yêu mưa, giờ khác lạ
Rồi chợt mưa đến lấy ô ra
Và em từng thì thầm yêu nắng
Nắng rọi lên thì chẳng thiết tha.
Bản dịch phong cách Nguyễn Thị Hinh (Bà Huyện Thanh Quan): Nhớ nói trời mưa thích thế mà
Chẳng mưa to mấy lấy ô ra
Sao em muốn ngắm trời hừng nắng
Nắng rọi lên cao lại núp nhà
Ngắm gió mây làm em thích thích
Bây giờ chốt cửa tránh xa xa
Chợt sao thấy lạ lời em nói
Thật giả tình yêu, em với ta.
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+ 2023 | Doanh C. Bui 2024 | Doanh C. Bui Thank you! Dr. Hung | Doanh C. Bui Thank you! Dr. Hung Throughout my master’s journey, I would like to express my sincere gratitude to Dr. Hung, who is currently a postdoctoral researcher at Chonnam National University. Together, we have shared some of the most challenging and joyful moments in both research and life. Dr. Hung has also guided me significantly in taking my first steps toward studying abroad in Korea, and I deeply appreciate his support.
Additionally, Dr. Hung and I collaborated on several manuscripts. For me, this experience was not just about conducting research; it was also an opportunity for us to understand each other better, which brought us much closer.
Without a doubt, if I had not met Dr. Hung in Korea, my life would have been much more difficult. Once again, thank you so much, Dr. Hung, my big brother.
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+ sample-posts | Doanh C. Bui
-
-
-
- {% if site.display_tags %}
-
-
- {% for tag in site.display_tags %}
-
- {{ tag }}
-
- {% unless forloop.last %}
- •
- {% endunless %}
- {% endfor %}
-
-
- {% endif %}
-
-
- {% for post in paginator.posts %}
-
- {% if post.external_source == blank %}
- {% assign read_time = post.content | number_of_words | divided_by: 180 | plus: 1 %}
- {% else %}
- {% assign read_time = post.feed_content | strip_html | number_of_words | divided_by: 180 | plus: 1 %}
- {% endif %}
- {% assign year = post.date | date: "%Y" %}
- {% assign tags = post.tags | join: "" %}
- {% assign categories = post.categories | join: "" %}
-
-
-
- {% if post.redirect == blank %}
- {{ post.title }}
- {% else %}
- {% if post.redirect contains '://' %}
- {{ post.title }}
-
-
- {% else %}
- {{ post.title }}
- {% endif %}
- {% endif %}
-
- {{ post.description }}
-
- {{ read_time }} min read ·
- {{ post.date | date: '%B %-d, %Y' }}
- {%- if post.external_source %}
- · {{ post.external_source }}
- {%- endif %}
-
-
-
-
-
- {% if tags != "" %}
- ·
- {% for tag in post.tags %}
-
-
- {% endfor %}
- {% endif %}
-
- {% if categories != "" %}
- ·
- {% for category in post.categories %}
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- {% endif %}
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-
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- {% include pagination.html %}
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blog | Doanh C. Bui formatting | Doanh C. Bui links | Doanh C. Bui cv | Doanh C. Bui General Information Full Name Bui Cao Doanh Date of Birth 15th March 2001 Languages Vietnamese, English
Education 2023-Ongoing
Master of Science Department of Electrical Engineering, Korea University. Major: Computer Engineering. 2019-2022
Bachelor of Science Faculty of Computer Science, University of Information Technology, VNU-HCM. Major: Computer Science. Thesis: Text-based Image Captioning using Deep Learning (10/10). Area of specialty: computer vision, image processing, deep learning, image captioning. GPA: 8.97/10. Experience Nov 2022 - Feb 2023
Teaching Assistant Faculty of Software Engineering, University of Information Technology, VNU-HCM. I am assigned to lecture students in practice credits of the Introduction to Programming course. In Semester 1 of the academic year 2023 Scientific researching Language proficiency 2022
IETLS 6.5 (English) Reading (6.5), Listening (6.5), Writing (6.5), Speaking (5.5) Academic service 2024 - Present
IEEE Transactions on Medical Imaging (5-year JIF = 11.3) Reviewed manuscripts on graph neural networks for medical image analysis. 2022 - Present
IEEE Access (5-year JIF = 3.7) Reviewed manuscripts on topics related to object detection, person Re-ID, medical image analysis and 3D reconstruction. Skills and Supporting Tools Coding: C/C++ (proficient, 2+ years), Python (proficient, +3 years), Javascript. Computer Vision: OpenCV, NVIDIA CUDA. Machine Learning: Sklearn, TensorFlow, PyTorch, Pandas, Seaborn, Matplotlib, Flask, FlaskAPI. Server: Linux, Bash, Docker. Other Interests Hobbies: Research, Playing guitar with Bui Quang Duy, my closest friend. I also want to listen to Minh Triet, my superior friend.
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diff --git a/feed.xml b/feed.xml
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--- /dev/null
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@@ -0,0 +1,399 @@
+Jekyll 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/feed.xml blank A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design. Thank you! Dr. Hung 2024-11-25T00:00:00+00:00 2024-11-25T00:00:00+00:00 https://caodoanh2001.github.io/blog/2024/thank-you-dr-Hung Thank you! Dr. Hung Throughout my master’s journey, I would like to express my sincere gratitude to Dr. Hung, who is currently a postdoctoral researcher at Chonnam National University. Together, we have shared some of the most challenging and joyful moments in both research and life. Dr. Hung has also guided me significantly in taking my first steps toward studying abroad in Korea, and I deeply appreciate his support.
Additionally, Dr. Hung and I collaborated on several manuscripts. For me, this experience was not just about conducting research; it was also an opportunity for us to understand each other better, which brought us much closer.
Without a doubt, if I had not met Dr. Hung in Korea, my life would have been much more difficult. Once again, thank you so much, Dr. Hung, my big brother.
]]> Hàn du thi tập 2023-12-29T00:00:00+00:00 2023-12-29T00:00:00+00:00 https://caodoanh2001.github.io/blog/2023/han-du-thi-tap Hàn du thi tập (Tập thơ sáng tác ở Hàn) Lời nói đầu Kính chào quý bằng hữu,
Tại hạ là Doanh (Công Danh), xin phép được gửi đến quý bằng hữu, những người cùng sở thích thi ca một tập thơ mà tại hạ đã sáng tác trong quá trình làm việc và sinh sống tại Thủ Nhĩ, Đại Hàn.
Trong tập thơ này, tại hạ giới thiệu một số bài thơ mà tại hạ viết ở thể 5 chữ, hoặc 7 chữ, hoặc thơ 6-8. Tại hạ đặc biệt thích thể loại thơ 7 chữ, theo luật Đại Đường (thất ngôn tứ tuyệt Đường luật).
Các bài thơ tại hạ viết chủ yếu có chủ đề về nhân sinh và tình yêu , và hầu hết được sáng tác vào lúc 1-2 giờ sáng, lúc mà tâm trạng dâng trào nhất. Về chủ đề nhân sinh , tại hạ thường viết về góc nhìn của mình về cuộc đời với tâm trạng hơi u tối một chút, nhưng đâu đó vẫn có màu tươi sáng. Về tình yêu , tại hạ thường viết về chủ đề mối tình đã lỡ. Câu cú có phần một chút trách móc, nhưng tiếc thương một mối tình đã lỡ, và da diết tôn trọng.
Các bài thơ sẽ có các lỗi trong cách gieo vần, dùng từ. Nếu đọc thơ khiến các bằng hữu không thoải mái, tại hạ rất xin lỗi, và luôn đó nhận những lời góp ý.
Mời quý bằng hữu thưởng thơ.
Kính bút,
Công Danh
Lập Thu Đại Hàn Lập thu nơi xóm nhỏ
Cho nỗi niềm chơi vơi
Đôi điều còn bỏ ngõ
Tìm đâu phía chân trời.
Công Danh, 6.9.2023
Cầu vồng tình lỡ Cầu vồng đẹp nhất sau mưa
Ngày em đẹp nhất là vừa xa anh
Buồn nào rồi cũng trôi nhanh
Nhưng thành vết xẹo khó lành về sau
Công Danh, 11.9.2023
Miền đất khác Một vệt nắng cuối trời
Cho chiều buồn man mác
Liệu một miền đất khác
Có nỗi niềm chơi vơi?
Công Danh, 12.9.2023
Lửa thủ đô Bài thơ tỏ lòng tiếc thương cho các nạn nhân của một vụ cháy kinh hoàng ở thủ đô Hà Nội
Ở giữa lòng thủ đô
Một màu buồn man mác
Trời đêm mưa lác đác
Lửa hóa kiếp hư vô…
Công Danh, 14.9.2023
Tình tan Đượm nắng lập thu cuối chiều ta
Niệm về ngày cũ vốn phôi pha
Hoàng hôn chớm tắt, hồn vô ngã
Chôn giấu tình tan, em với ta.
Ánh mắt ai đậm đà
Tiếng cười ai giòn giã,
Tâm tư ai la cà
Không phải em, là lá…
Công Danh và Minh Niên, 20.9.2023
Hạnh phúc mới Bài thơ được sáng tác từ bài hát Hạnh phúc mới, nhưng đổi vai hai nhân vật nam và nữ.
Ngày hôm nào em nói
Mình chia tay thôi anh
Nghe như lời trăn trối
Gạt lệ buồn phai nhanh.
Anh à, đừng buồn nữa
Tình nào cũng thế thôi
Hợp, yêu, tan, rồi mất
Còn nỗi lòng đơn côi.
Em đang ở đâu đó
Để nỗi niềm chơi vơi
Hồn em bay theo gió
Tìm em cuối chân trời…
Công Danh, 8.10.2023
Sài Gòn nhỏ Bài thơ được sáng tác rất lâu, nhưng đến ngày này mới hoàn chỉnh
Có một Sài Gòn nhỏ
Con phố đông người qua
Có chuyến xe buýt nọ
Từng chở cuộc tình ta.
Ngày đôi mình chia xa,
Hạ vẫn còn vương nắng
Tình ngọt chợt thành đắng
Chỉ còn dằm trong tim.
Đôi mắt anh lim dim
Mơ về ngày ngây dại
Thấy em quay nhìn lại
Như tình mình chưa phai.
Công Danh, 12.10.2023
Cầu sông Hậu Nhớ về ngày cũ còn đâu,
Bóng hình em gái hát câu gọi đò
Ngân vang sông Hậu câu hò
Giờ đây chẳng phải đi đò sang ngang
Ai về Châu Đốc, An Giang,
Qua cậu sông Hậu, gửi nàng yêu thương.
Công Danh, 11.11.2023
Một kiếp người Bài thơ sáng tác để tiếc thương cho một người bà của một người bạn đã mất.
Thoáng chốc là xong một kiếp người
Hồng trần vướng bận cứ buông lơi
Người đi về chốn hồn thanh thản
Để lại ngàn năm nỗi đau đời.
Các bản dịch bài thơ nổi tiếng của William Shakespeare Ở phần này, tại hạ giới thiệu các bằng hữu bản dịch do tại hạ thực hiện cho một bài thơ nổi tiếng dưới phong cách của các nhà thơ lớn của thi văn Việt Nam.
Bản gốc:
You say that you love rain, but you open your umbrella when it rains.
You say that you love the sun, but you find a shadow spot when the sun shines.
You say that you love the wind, but you close your windows when wind blows.
This is why I am afraid, you say that you love me too
Bản dịch phong cách Xuân Diệu: Em nói rất thích mưa
Sao tìm dù mà tránh
Em thích nhìn nắng hạ
Sao đi tìm nơi râm.
Em từng nói rằng em yêu gió lộng
Vậy mà sao giờ chốt cửa cài then
Chợt thổn thức, anh thẹn cười bẽn lẽn
Thế thì còn… lời em nói yêu anh?
Bản dịch phong cách Hàn Mặc Tử: Sao em không còn yêu mưa nhỉ?
Mà kéo dù lên tránh ướt mi
Rồi kêu thích nắng, yêu hương Hạ
Thế núp nơi râm là nghĩa gì?
Em nói rằng yêu, gió vừa qua
Thế sao cửa đóng, rèm bung ra?
Bỗng nhiên anh thấy thật không ổn
Ai biết tình em có đậm đà…
Bản dịch phong cách Tố Hữu: Từng nói yêu mưa, giờ khác lạ
Rồi chợt mưa đến lấy ô ra
Và em từng thì thầm yêu nắng
Nắng rọi lên thì chẳng thiết tha.
Bản dịch phong cách Nguyễn Thị Hinh (Bà Huyện Thanh Quan): Nhớ nói trời mưa thích thế mà
Chẳng mưa to mấy lấy ô ra
Sao em muốn ngắm trời hừng nắng
Nắng rọi lên cao lại núp nhà
Ngắm gió mây làm em thích thích
Bây giờ chốt cửa tránh xa xa
Chợt sao thấy lạ lời em nói
Thật giả tình yêu, em với ta.
]]> Faster R-CNN - Phương pháp phát hiện đối tượng 02 giai đoạn và lịch sử 2023-07-08T13:50:00+00:00 2023-07-08T13:50:00+00:00 https://caodoanh2001.github.io/blog/2023/faster-rcnn Lời dẫn Phát hiện đối tượng là một trong các bài toán cơ sở của lĩnh vực Thị giác máy tính, và hiện vẫn được nghiên cứu rất sôi nổi. Mỗi năm, tại các hội nghị lớn như CVPR, ICCV, ECCV, ICLR đều xuất hiện các công bố liên quan đến bài toán này. Nhận thấy phát hiện đối tượng là bài toán quan trọng và là nền tảng giúp phát triển các bài toán khác trong thực tế, nhóm sinh viên lựa chọn và thực hiện tìm hiểu về bài toán này.
Các nghiên cứu trước khi có Faster R-CNN Hiện nay, các phương pháp phát hiện đối tượng được phân thành 02 loại: 02 giai đoạn và 01 giai đoạn. Đối với 01 giai đoạn sẽ được chia thành 02 nhánh phương pháp khác: anchor-free và anchor-based. Tuy nhiên, trong nội dung tiểu luận này, nhóm sinh viên chỉ tìm hiểu về phương pháp Faster R-CNN, và phương pháp này thuộc nhóm phương pháp 02 giai đoạn. Trước khi Faster R-CNN ra đời, đã có sự xuất hiện của 02 phương pháp: R-CNN và Fast R-CNN, trong đó Fast R-CNN là một cải tiến vô cùng hiệu quả của R-CNN, và Faster R-CNN là một bước phát triển lớn từ Fast R-CNN. Để trình bày Faster R-CNN, nhóm sinh viên sẽ nói lại sơ qua về phương pháp R-CNN và Fast R-CNN.
R-CNN Vào thời điểm trước khi nhóm phương pháp R-CNN ra đời, các phương pháp phát hiện đối tượng thường dựa vào đặc điểm của ảnh như màu sắc, và các thuật toán sử dụng mang hơi hướng phân cụm. R-CNN ra đời đánh dấu kỷ nguyên sử dụng kỹ thuật học sâu cho bài toán phát hiện đối tượng.
Phương pháp này có thể được mô tả đơn giản như sau: đầu tiên thuật toán selective search sẽ chọn ra khoảng $N$ vùng trên ảnh có khả năng cao chứa đối tượng. Thuật toán này chủ yếu dựa vào các đặc điểm bức ảnh như màu sắc. Trong bài báo gốc, các tác giả sử dụng \(N = 2000\), tức sẽ có \(2000\) vùng được đề xuất trên ảnh. Từ 2000 vùng này, ta sẽ tiến hành cắt ra từ ảnh gốc, và một mạng CNN sẽ được sử dụng để trích xuất đặc trưng của 2000 vùng ảnh này. Sau đó, từ lớp đặc trưng cuối cùng sẽ đi qua 1 lớp FC để tính toán một bộ offset \((\delta x, \delta y, \delta w, \delta h)\), trong đó \((\delta x, \delta y)\) là offset tọa độ tâm của đối tượng, \((\delta w, \delta h)\) là offset chiều rộng và chiều cao của đối tượng. Như vậy, mạng sẽ học cách bo sát đối tượng và phân lớp đối tượng từ N vùng truyền vào ban đầu. Đối tượng sẽ được phân lớp bằng thuật toán SVM (Support Vector Machine).
Q: offset là gì?
A: offset gọi là phần bù. Tức là ban đầu selective search chọn ra 2000 vùng. 2000 vùng này đều có tọa độ (x, y, w, h). Tuy nhiên nó chưa bo sát đối tượng, ta cần một nhánh FC học cách bo sát, nhưng ta không học ra tọa độ chính xác, mà từ tọa độ ở selective search ta căn chỉnh lại, đó gọi là offset.
Vậy ở đây chúng ta thấy điều gì? R-CNN phải thực hiện trích xuất đặc trưng cho \(2000\) vùng ảnh, như thế rất tốn thời gian. Cuộc sống luôn phải vận động và phát triển, do đó Fast R-CNN ra đời để khắc phục điểm yếu chí mạng này của R-CNN.
Fast R-CNN Về cơ bản, Fast R-CNN vẫn giữ ý tưởng 02 giai đoạn của R-CNN. Selective Search vẫn được sử dụng để tìm 2000 vùng có khả năng chứa đối tượng, tuy nhiên điểm khác biệt ở đây là Fast R-CNN trích xuất đặc trưng ảnh trước , sau đó mới sử dụng selective search để tìm ra 2000 vùng đặc trưng. Do đó, ta chỉ cần đưa 2000 vùng đặc trưng này để tiếp tục xử lý mà không cần rút trích lại. Điều này là một bước ngoặt, vì nó đã tăng tốc độ xử lý lên rất nhiều (\(\times 18.3\)) cho huấn luyện và \(\times 146\) cho suy luận) nhưng vẫn giữ được độ chính xác.
Một điều cải tiến khác, Fast R-CNN không dùng SVM để phân lớp đối tượng nữa, mà tác giả gắn vào mạng một đầu FC để phân lớp. Tức là bây giờ chúng ta có 02 lớp FC, 1 lớp FC để phân lớp đối tượng, 1 lớp FC còn lại để tính toán bộ offset để căn chỉnh tọa độ đối tượng lại cho chính xác (giống như bên R-CNN).
Cùng xem lại bảng kết quả so sánh giữa R-CNN và Fast R-CNN. Có thể thấy
Hình 3. Kết quả so sánh giữa Fast R-CNN và R-CNN [2].
Hình 3 là hình chụp kết quả từ bài báo gốc của Fast R-CNN. Có thể thấy rằng Fast R-CNN có kết quả tương đương với R-CNN, nhưng tốc độ vượt trội hơn rất nhiều. Tuy nhiên ý tưởng sử dụng 1 lớp FC để phân lớp chỉ vượt trội ở việc phát hiện các đối tượng lớn (L), các loại đối tượng nhỏ (S), trung bình (M) có hiệu quả phát hiện tương đương như R-CNN. Tuy nhiên với tốc độ vượt trội thế này thì không có lý do gì phải dùng R-CNN nữa.
Tuy nhiên, Fast R-CNN vẫn có điểm yếu chí mạng của nó. Đó là việc lựa chọn vùng đề xuất vẫn dựa vào thuật toán Selective Search. Liệu có cách nào cải tiến chính xác hơn ở điểm này hay không? Một cách tiếp cận khác mà nó tự học để đề xuất luôn.
Trên đây nhóm sinh viên cung cấp một cái nhìn tương đối đầy đủ về hoàn cảnh ra đời của Faster R-CNN. Phần dưới đây nhóm sinh viên sẽ trình bày kỹ hơn về Faster R-CNN.
Faster R-CNN Khắc phục điểm yếu chí mạng của Fast R-CNN, Faster R-CNN ra đời với hai điểm nổi bật duy nhất:
Mạng đề xuất khu vực (Regional Proposal Network), gọi tắt là RPN. Mạng này được huấn luyện để phát hiện các vùng trên ảnh khả năng cao chứa đối tượng. Nói một cách đơn giản, RPN sẽ thay thế Selective Search. Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN. Đơn giản dễ hiểu, Faster R-CNN là sự kết hợp của RPN và mạng Fast R-CNN đã trình bày ở phía trên. Sau đó các tác giả đã thử các cơ chế chia sẻ trọng số khác nhau để kết hợp hoàn hảo hai thứ này. Dưới đây chúng ta sẽ tìm hiểu kỹ về mạng đề xuất khu vực. Đáng chú ý, Faster R-CNN được công bố tại hội nghị NeurlPS, là một hội nghị có những công bố mang tính bước ngoặt. Vì lẽ đó, Faster R-CNN được coi là một bước ngoặt. Faster R-CNN không còn là một phương pháp, Faster R-CNN đã là một hệ tư tưởng khi nhắc về nhóm phương pháp 02 giai đoạn. Dưới đây nhóm sinh viên sẽ trình bày kỹ về mạng đề xuất khu vực, và cơ chế chia sẻ trọng số - những thứ làm nên thành công của Faster R-CNN.
Mạng đề xuất khu vực (Regional Proposal Network) Như đã nói, mạng đề xuất khu vực sẽ được dùng để đề xuất các vùng khả năng cao chứa đối tượng thay cho thuật toán Selective Search. Gọi nó là “mạng” vì nó có “học”. Thế làm sao để chúng ta huấn luyện được mạng này?
Hình 4. Minh họa cách chọn mẫu của Faster R-CNN [3].
Để huấn luyện được mạng RPN, chúng ta cần tạo dữ liệu cho nó học, cơ chế này được gọi là chọn mẫu (sampling). Để giải thích về cơ chế này, dễ nhất các bạn đọc quan sát Hình 4. Từ đặc trưng của ảnh (conv feature map), sẽ có một cửa sổ trượt có kích thước \(N \times N\) (sliding window) trượt qua một cách lần lượt. Tại mỗi lần trượt, nó sẽ tạo ra \(k\) anchor box.
Q: khoan khoan, dừng lại khoảng chừng là 2 giây. Anchor box là gì vậy? A: anchor box là một khái niệm chỉ các “hộp neo” được định nghĩa trước, làm tiền đề cho các bước phía sau. Tại sao gọi là “hộp neo”, vì nó sẽ tạm thời neo đậu, dựa vào các hộp neo đậu này mà bằng một cách nào đó chúng ta sẽ sử dụng nó để xác định đối tượng trên ảnh. Khái niệm này sẽ còn gặp lại ở các nhóm phương pháp 01 giai đoạn.
\(k\) anchor box có \(k\) kích thước khác nhau, trong bài báo gốc, tác giả chọn \(k=9\). Mỗi anchor box sẽ được gán 2 thứ:
Lớp nhị phân xác định nó có đối tượng hay không. Nếu anchor box đó được xác định là mẫu có chứa đối tượng, ta gán là \(1\), ngược lại là \(0\). Tọa độ của anchor box, bao gồm 04 phần tử \((x, y, w, h)\). Thế thì làm sao chúng ta xác định được liệu 1 anchor box có chứa đối tượng hay không? Câu trả lời đơn giản là ta đi so với mẫu dữ liệu thật. Mỗi 1 anchor box sẽ được đi tính toán độ đo IoU với các hộp dự đoán thật (ground-truth), sau đó ta sẽ lấy giá trị IoU cao nhất của anchor box đó so với các ground-truth. Anchor box đó sẽ được chọn là mẫu \(1\) khi \(IoU > 0.7\), và chọn là mẫu \(0\) khi \(IoU \leq 0.3\). Vậy còn một đoạn từ \((0.3, 0.7]\) ta sẽ không chọn.
Như vậy, bây giờ ta đã có một tập dữ liệu bao gồm các anchor box có đối tượng và anchor box không đối tượng cho mạng RPN học.
Để huấn luyện ta cần định nghĩa một hàm mất mát tối ưu hóa đa mục tiêu: 1) xác định có hoặc không chứa đối tượng (phân lớp nhị phân); 2) hồi quy tọa độ. Hàm mất mát để huấn luyện RPN được định nghĩa như sau:
\[L(\{p_i\}, \{t_i\}) = \frac{1}{N_{cls}} \sum_i L_{cls} (p_i, \hat p_i) + \lambda \frac{1}{N_{reg}} \sum_i \hat p_i L_{reg}(t_i, \hat t_i)\] Trong đó, \(L_{cls}\) là hàm binary cross-entropy, còn \(L_{reg}\) là hàm mất mát hồi quy \(SmoothL1\); \(\hat p_i\) là phân phối xác suất dự đoán hộp đề xuất có đối tượng hay không, \(p_i\) là nhãn thật sự; \(\hat t_i\) là tọa độ dự đoán đã được tham số hóa; \(t_i\) là tọa độ thật đã được tham số hóa, \(t=\{t_x, t_y, t_w, t_h\}\) và \(\hat t=\{\hat t_x, \hat t_y, \hat t_w, \hat t_h\}\) được định nghĩa như sau:
\(t_x = (x - x_a) / w_a; \hat t_x = (\hat x - x_a) / w_a\) \(t_y = (y - y_a) / h_a; \hat t_y = (\hat y - y_a) / h_a\) \(t_w = \log (w / w_a); \hat t_w = \log (\hat w / w_a)\) \(t_h = \log (h / h_a); \hat t_h = \log (\hat h / h_a)\)
Trong đó, \(x\), \(\hat x\), \(x_a\) lần lượt là hoành độ tâm thật sự của hộp bao, hoành độ tâm dự đoán của hộp bao và hoành độ tâm anchor box. \(y\), \(\hat y\), \(y_a\) là tung độ tâm. Như thế ta có thể thấy, ở đây RPN không cố gắng để dự đoán các vị trí giống như hộp mỏ neo (vì nếu thế thì sử dụng hộp mỏ neo luôn cần gì học nữa), mà nó sẽ cố gắng dự đoán các vùng đề xuất lân cận các anchor box, mà tại đó có nhiều hộp bao ground-truth.
Thực tế, RPN sinh ra rất nhiều hộp đề xuất, trong khi chúng ta chỉ cần \(N=2000\) hộp đề xuất. Có nhiều hộp đề xuất ban đầu bị chồng lấp lên nhau, lúc này tác giả sử dụng thuật toán non maximum suppression (NMS) với ngưỡng \(IoU=0.7\) để loại đi các hộp đề xuất chồng lấp, chỉ giữ lại \(2000\) hộp đề xuất để đưa vào Fast R-CNN huấn luyện. Tuy nhiên, khi huấn luyện thì \(N=2000\), trong khi đó lúc đánh giá (test) thì \(N\) là một con số khác (nhỏ hơn 2000).
Cơ chế chia sẻ trọng số giữa RPN và Fast R-CNN (Sharing Convolutional Features) Việc huấn luyện RPN và Fast R-CNN được thực hiện độc lập chứ không end-to-end. Lý do của việc này rất dễ hiểu: rất khó để huấn luyện hai thứ này cùng một lúc. Fast R-CNN cần có một cơ chế sinh mẫu cố định (sinh ra các hộp đề xuất) để học, và bản thân Fast R-CNN cũng có một hàm tối ưu hóa tương tự như RPN (tổng của hàm mất mát phân lớp đối tượng và hàm mất mát hồi quy, nhưng hàm mất mát ở Fast R-CNN dùng cho đa lớp). Do đó không biế rằng nếu cơ chế sinh mẫu liên tục thay đổi (liên tục cập nhật trọng số lại ở RPN) thì mạng hợp nhất này có hội tụ được hay không. Do đó, tác giả đã đề xuất một cơ chế huấn luyện chia sẻ trọng số gồm 4 bước sau đây:
Bước 1: Huấn luyện RPN trước Bước 2: Đóng băng trọng số ở RPN, sử dụng mạng RPN vừa học được sinh ra các vùng đề xuất cho mạng Fast R-CNN. Bước 3: Dùng trọng số vừa học được ở mạng Fast R-CNN làm trọng số khởi tạo của mạng RPN ở các lớp tích chập (RPN và Fast R-CNN chia sẻ trọng số ở một số lớp tích chập), và chỉ fine-tune các lớp tích chập của riêng FPN và 2 lớp FC. Bước 4: Đóng băng trọng số ở mạng RPN vừa học để sinh các mẫu cho Fast R-CNN, và chỉ fine-tune Fast R-CNN ở 2 lớp FC. Kết quả so với Fast R-CNN
Hình 5. Kết quả so sánh giữa việc sử dụng RPN và thuật toán Selective Search [3].
Có thể thấy, việc sử dụng thuật toán Selective Search cho kết quả thấp hơn khi sử dụng RPN. Hơn nữa, tốc độ xử lý của Fast R-CNN sử dụng RPN (Faster R-CNN) cũng nhanh hơn sử dụng thuật toán Selective Search. Vừa tốt hơn vừa nhanh hơn, Faster R-CNN đã trở thành một “hệ tư tưởng”.
Hướng dẫn huấn luyện thử Faster R-CNN Faster R-CNN khá khó để có thể code from scratch. Do đó, trong nội dung bài viết này, nhóm sinh viên hướng dẫn bạn đọc cách huấn luyện thử một mô hình Faster R-CNN thông qua toolbox MMDetection [4].
Lưu ý: source code được thực nghiệm trên Google Colab.
Trong bài này, nhóm sinh viên sử dụng bộ dữ liệu UIT-VinaDeveS22 được cung cấp ở đây: https://github.com/nguyenvd-uit/uit-together-dataset/blob/main/UIT-VinaDeveS22.md
UIT-VinaDeveS22 là bộ dữ liệu phát hiện phương tiện giao thông từ camera CCTV, các phương tiện trong bộ dữ liệu bao gồm: bicycle, motorcycle, car, van, truck, bus, fire truck.
1. Cài đặt thư viện Đầu tiên, chúng ta cần clone toolbox MMDetection từ Github về, sau đó cài đặt các thư viện cần thiết:
2. Import thư viện Bước 2.1: ta import các thư viện liên quan cần dùng, ở đây chúng ta cần import mmdet, mmcv. # Dùng để build config
+import mmdet
+from mmdet.apis import set_random_seed
+from mmcv import Config
+
+# Dùng để xây dựng dataset
+from mmdet.datasets import build_dataset
+from mmdet.models import build_detector
+from mmdet.apis import train_detector
+
+# Dùng để dự đoán
+from mmdet.apis import init_detector, inference_detector, show_result_pyplot
+import mmcv
+3. Chuẩn bị dữ liệu Tải dữ liệu tại đây: https://drive.google.com/file/d/1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv/view?usp=sharing
Ta có thể tải bằng lệnh sau:
!gdown --id 1NhsIWyPdqF2KDqPWU926eZwCLk0gtjnv
+Sau khi tải, chúng ta giải nén dữ liệu bằng lệnh unzip
!unzip UIT-VinaDeveS22.zip
+Bộ dữ liệu được tổ chức theo cấu trúc sau:
UIT-VinaDeveS22
+|__ images
+|____ *.jpg
+|__ outputtrain.json
+|__ outputvalid.json
+|__ outputtest.json
+Thư mục images chứa toàn bộ ảnh của bộ dữ liệu. 3 file ouputtrain.json, outputvalid.json và outputtest.json là 3 file annotation đã được chuẩn bị theo định dạng MS-COCO ứng với 3 tập: train, valid, test.
4. Chuẩn bị config Bước này khá quan trọng. Hiện tại MMDetection đã hỗ trợ cho chúng ta rất nhiều config của nhiều phương pháp SOTA cho phát hiện đối tượng hiện tại, lên tới vài chục phương pháp. Tuy nhiên, chúng ta chỉ sử dụng config dành cho Faster R-CNN.
Bước 4.1: Config trong MMDetection được thiết kế theo cơ chế kế thừa, tức là từ config chuẩn bị sẵn, chúng ta sẽ tinh chỉnh cho phù hợp với bộ dữ liệu của chúng ta. Đầu tiên ta cần xác định config cha mà chúng ta sẽ kế thừa cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
+faster_rcnn_r101_fpn_1x_coco.py là file config của phương pháp Faster R-CNN, sử dụng kiến trúc CNN ResNet-101 để trích xuất đặc trưng ảnh (là các lớp conv chung của mạng RPN và Fast R-CNN). Trong đó có sử dụng FPN (một cơ chế multi-scale feature map, tức là thay vì qua mạng CNN chỉ có 1 đầu ra thì nó sẽ có nhiều đầu ra với các resolution khác nhau).
Bước 4.2: Ta cần định nghĩa lại dữ liệu. MMDetection hỗ trợ các bộ dữ liệu sẵn có như COCO, sử dụng bộ dữ liệu khác ta cần định nghĩa lại các lớp. Tuy nhiên do cấu trúc bộ dữ liệu cũng giống như COCO, ta chỉ kế thừa nó về chỉnh lại các lớp sao cho phù hợp: from mmdet.datasets.builder import DATASETS
+from mmdet.datasets import CocoDataset
+
+@DATASETS.register_module()
+class VinaDeveS22(CocoDataset):
+ CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
+ Bước 4.3: ta đặt đường dẫn cho tập dữ liệu, bao gồm đường dẫn ảnh, annotation cho tập train, test, valid: # Đường dẫn dữ liệu
+import os
+data_root_dir = '/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/'
+
+# Chuẩn bị config
+
+cfg = Config.fromfile('configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py')
+
+# Modify dataset type and path
+cfg.data_root = data_root_dir
+
+cfg.data.test.type = 'VinaDeveS22'
+cfg.data.test.ann_file = os.path.join(data_root_dir, 'outputtest.json')
+cfg.data.test.img_prefix = os.path.join(data_root_dir, 'images')
+
+cfg.data.train.type = 'VinaDeveS22'
+cfg.data.train.ann_file = os.path.join(data_root_dir, 'outputtrain.json')
+cfg.data.train.img_prefix = os.path.join(data_root_dir, 'images')
+
+cfg.data.val.type = 'VinaDeveS22'
+cfg.data.val.ann_file = os.path.join(data_root_dir, 'outputvalid.json')
+cfg.data.val.img_prefix = os.path.join(data_root_dir, 'images')
+ Bước 4.4: Một số cấu hình khác như số epoch để save checkpoint 1 lần, learning rate, đường dẫn lưu checkpoint, số lớp cần classify của mô hình, … # Một số cấu hình khác
+
+cfg.optimizer.lr = 0.02 / 8
+cfg.lr_config.warmup = None
+cfg.log_config.interval = 500
+
+# We can set the evaluation interval to reduce the evaluation times
+cfg.evaluation.interval = 1
+# We can set the checkpoint saving interval to reduce the storage cost
+cfg.checkpoint_config.interval = 3
+
+# Set seed thus the results are more reproducible
+cfg.seed = 0
+set_random_seed(0, deterministic=False)
+cfg.gpu_ids = range(1)
+
+# Số class
+cfg.model.roi_head.bbox_head.num_classes = 7
+
+# Đường dẫn lưu checkpoints
+cfg.work_dir = './checkpoints'
+5. Xây dựng model và huấn luyện Ta tiến hành xây dựng mô hình dựa trên config đã chuẩn bị:
# Build dataset
+datasets = [build_dataset(cfg.data.train)]
+
+# Build the detector
+model = build_detector(cfg.model, train_cfg=cfg.get('train_cfg'), test_cfg=cfg.get('test_cfg'))
+# Add an attribute for visualization convenience
+model.CLASSES = ('bicycle', 'motorcycle', 'car', 'van', 'truck', 'bus', 'fire truck')
+Tiến hành huấn luyện:
train_detector(model, datasets, cfg, distributed=False, validate=True)
+Log khi huấn luyện:
2022-06-20 02:41:11,989 - mmdet - INFO - Start running, host: root@1aa12ebaa861, work_dir: /content/drive/MyDrive/LvThs_OCR/mmdetection/checkpoints
+2022-06-20 02:41:11,997 - mmdet - INFO - Hooks will be executed in the following order:
+before_run:
+(VERY_HIGH ) StepLrUpdaterHook
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_train_epoch:
+(VERY_HIGH ) StepLrUpdaterHook
+(NORMAL ) EvalHook
+(NORMAL ) NumClassCheckHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_train_iter:
+(VERY_HIGH ) StepLrUpdaterHook
+(LOW ) IterTimerHook
+ --------------------
+after_train_iter:
+(ABOVE_NORMAL) OptimizerHook
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+after_train_epoch:
+(NORMAL ) CheckpointHook
+(NORMAL ) EvalHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_val_epoch:
+(NORMAL ) NumClassCheckHook
+(LOW ) IterTimerHook
+(VERY_LOW ) TextLoggerHook
+ --------------------
+before_val_iter:
+(LOW ) IterTimerHook
+ --------------------
+after_val_iter:
+(LOW ) IterTimerHook
+ --------------------
+after_val_epoch:
+(VERY_LOW ) TextLoggerHook
+ --------------------
+2022-06-20 02:41:11,999 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
+loading annotations into memory...
+Done (t=0.01s)
+creating index...
+index created!
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:44:30,061 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.42s).
+Accumulating evaluation results...
+2022-06-20 02:44:33,060 - mmdet - INFO - Epoch(val) [1][327] bbox_mAP: 0.0060, bbox_mAP_50: 0.0200, bbox_mAP_75: 0.0010, bbox_mAP_s: 0.0090, bbox_mAP_m: 0.0060, bbox_mAP_l: 0.0000, bbox_mAP_copypaste: 0.006 0.020 0.001 0.009 0.006 0.000
+DONE (t=0.36s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.006
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.020
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.001
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.009
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.006
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.029
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.050
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.027
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.000
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:47:51,860 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.47s).
+Accumulating evaluation results...
+2022-06-20 02:47:54,962 - mmdet - INFO - Epoch(val) [2][327] bbox_mAP: 0.0280, bbox_mAP_50: 0.0750, bbox_mAP_75: 0.0150, bbox_mAP_s: 0.0180, bbox_mAP_m: 0.0340, bbox_mAP_l: 0.0140, bbox_mAP_copypaste: 0.028 0.075 0.015 0.018 0.034 0.014
+DONE (t=0.40s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.028
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.075
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.015
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.018
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.034
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.014
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.051
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.071
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.095
+2022-06-20 02:50:51,428 - mmdet - INFO - Saving checkpoint at 3 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 02:51:15,654 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.22s).
+Accumulating evaluation results...
+2022-06-20 02:51:18,523 - mmdet - INFO - Epoch(val) [3][327] bbox_mAP: 0.0970, bbox_mAP_50: 0.2000, bbox_mAP_75: 0.0800, bbox_mAP_s: 0.0340, bbox_mAP_m: 0.0750, bbox_mAP_l: 0.0900, bbox_mAP_copypaste: 0.097 0.200 0.080 0.034 0.075 0.090
+DONE (t=0.42s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.097
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.200
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.080
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.034
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.075
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.090
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.158
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.084
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.117
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.161
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:54:37,466 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.03s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=2.27s).
+Accumulating evaluation results...
+2022-06-20 02:54:40,383 - mmdet - INFO - Epoch(val) [4][327] bbox_mAP: 0.0960, bbox_mAP_50: 0.2050, bbox_mAP_75: 0.0710, bbox_mAP_s: 0.0400, bbox_mAP_m: 0.0910, bbox_mAP_l: 0.0930, bbox_mAP_copypaste: 0.096 0.205 0.071 0.040 0.091 0.093
+DONE (t=0.41s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.096
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.205
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.071
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.040
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.091
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.093
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.166
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.092
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.152
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.162
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 02:57:58,671 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.14s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.36s).
+Accumulating evaluation results...
+2022-06-20 02:58:00,468 - mmdet - INFO - Epoch(val) [5][327] bbox_mAP: 0.1600, bbox_mAP_50: 0.3140, bbox_mAP_75: 0.1440, bbox_mAP_s: 0.0670, bbox_mAP_m: 0.1430, bbox_mAP_l: 0.1490, bbox_mAP_copypaste: 0.160 0.314 0.144 0.067 0.143 0.149
+DONE (t=0.25s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.160
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.314
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.144
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.067
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.143
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.149
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.238
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.125
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.218
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.232
+2022-06-20 03:00:58,010 - mmdet - INFO - Saving checkpoint at 6 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.6 task/s, elapsed: 23s, ETA: 0s2022-06-20 03:01:22,836 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.15s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.80s).
+Accumulating evaluation results...
+2022-06-20 03:01:25,153 - mmdet - INFO - Epoch(val) [6][327] bbox_mAP: 0.2180, bbox_mAP_50: 0.4040, bbox_mAP_75: 0.2040, bbox_mAP_s: 0.1180, bbox_mAP_m: 0.2210, bbox_mAP_l: 0.1760, bbox_mAP_copypaste: 0.218 0.404 0.204 0.118 0.221 0.176
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.218
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.404
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.204
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.118
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.221
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.176
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.321
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.175
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.347
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.261
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.1 task/s, elapsed: 21s, ETA: 0s2022-06-20 03:04:44,056 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.84s).
+Accumulating evaluation results...
+2022-06-20 03:04:46,289 - mmdet - INFO - Epoch(val) [7][327] bbox_mAP: 0.2310, bbox_mAP_50: 0.4290, bbox_mAP_75: 0.2300, bbox_mAP_s: 0.1720, bbox_mAP_m: 0.2770, bbox_mAP_l: 0.1790, bbox_mAP_copypaste: 0.231 0.429 0.230 0.172 0.277 0.179
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.231
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.429
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.230
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.277
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.179
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.369
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.407
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.306
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:08:05,146 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.01s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.78s).
+Accumulating evaluation results...
+2022-06-20 03:08:07,322 - mmdet - INFO - Epoch(val) [8][327] bbox_mAP: 0.2610, bbox_mAP_50: 0.4790, bbox_mAP_75: 0.2570, bbox_mAP_s: 0.1560, bbox_mAP_m: 0.2850, bbox_mAP_l: 0.2110, bbox_mAP_copypaste: 0.261 0.479 0.257 0.156 0.285 0.211
+DONE (t=0.31s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.261
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.479
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.257
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.285
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.211
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.379
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.392
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.337
+2022-06-20 03:11:04,360 - mmdet - INFO - Saving checkpoint at 9 epochs
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 7.9 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:11:28,443 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.01s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.56s).
+Accumulating evaluation results...
+2022-06-20 03:11:30,381 - mmdet - INFO - Epoch(val) [9][327] bbox_mAP: 0.3230, bbox_mAP_50: 0.5630, bbox_mAP_75: 0.3410, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.3380, bbox_mAP_l: 0.2390, bbox_mAP_copypaste: 0.323 0.563 0.341 0.251 0.338 0.239
+DONE (t=0.30s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.563
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.341
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.338
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.239
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.442
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.465
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.375
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:14:49,643 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.02s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.56s).
+Accumulating evaluation results...
+2022-06-20 03:14:51,582 - mmdet - INFO - Epoch(val) [10][327] bbox_mAP: 0.3260, bbox_mAP_50: 0.5650, bbox_mAP_75: 0.3490, bbox_mAP_s: 0.2750, bbox_mAP_m: 0.3510, bbox_mAP_l: 0.2430, bbox_mAP_copypaste: 0.326 0.565 0.349 0.275 0.351 0.243
+DONE (t=0.29s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.565
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.349
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.351
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.243
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.454
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.380
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.394
+[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 173/173, 8.0 task/s, elapsed: 22s, ETA: 0s2022-06-20 03:18:11,238 - mmdet - INFO - Evaluating bbox...
+Loading and preparing results...
+DONE (t=0.14s)
+creating index...
+index created!
+Running per image evaluation...
+Evaluate annotation type *bbox*
+DONE (t=1.43s).
+Accumulating evaluation results...
+2022-06-20 03:18:13,126 - mmdet - INFO - Epoch(val) [11][327] bbox_mAP: 0.3320, bbox_mAP_50: 0.5600, bbox_mAP_75: 0.3570, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.3600, bbox_mAP_l: 0.2460, bbox_mAP_copypaste: 0.332 0.560 0.357 0.306 0.360 0.246
+DONE (t=0.27s).
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
+ Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.560
+ Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.357
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306
+ Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.360
+ Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.246
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.457
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.370
+ Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477
+ Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.393
+Bước 6: Dự đoán trên ảnh mới Sau khi huấn luyện xong, ta thử dự đoán trên 01 ảnh mới. Giả sử nhóm sinh viên chọn ảnh 000000100.jpg trong tập dữ liệu:
# Show thử 1 vài ảnh
+img = mmcv.imread('/content/drive/MyDrive/BDL_UIT/UIT-VinaDeveS22/images/000000100.jpg')
+
+model.cfg = cfg
+result = inference_detector(model, img)
+show_result_pyplot(model, img, result)
+Hình ảnh đầu ra:
Một số hình ảnh khác:
Tài liệu tham khảo [1]. Girshick, R., Donahue, J., Darrell, T., & Malik, J. (2014). Rich feature hierarchies for accurate object detection and semantic segmentation. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 580-587).
[2]. Girshick, R. (2015). Fast r-cnn. In Proceedings of the IEEE international conference on computer vision (pp. 1440-1448).
[3]. Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems, 28.
[4]. Chen, K., Wang, J., Pang, J., Cao, Y., Xiong, Y., Li, X., … & Lin, D. (2019). MMDetection: Open mmlab detection toolbox and benchmark. arXiv preprint arXiv:1906.07155.
]]> Doanh C. Bui My name is Doanh C. Bui, and I am currently pursuing a master’s degree in Electrical Engineering at Korea University, where I am in my final semester under the supervision of Prof. Jin Tae Kwak at the QuIIL Laboratory . Prior to this, I obtained a Bachelor’s degree in Computer Science from the University of Information Technology (UIT), VNU-HCM in 2022, where I was supervised by Dr. Khang Nguyen at the UIT-Together Laboratory . From November 2022 to February 2023, I also served as a teaching assistant at the Faculty of Software Engineering at UIT, where I was responsible for lecturing practice credits for the Introduction to Programming course during the Fall semester of 2022.
Throughout my academic journey, I have focused on various aspects of Computer Vision, specifically in areas such as Object Detection, Document Image Understanding, Image Captioning, and Human-Object Interaction. Presently, my research revolves around leveraging image processing techniques for histopathology images.
Oct 7, 2024 Placed 6th at MICCAI2024-LEOPARD challenge Sep 20, 2024 One paper has been accepted for presentation at ACCV2024 (B-ranked) Aug 6, 2024 One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4) Jul 25, 2024 One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9) Jun 17, 2024 One paper has been accepted for presentation at MICCAI2024 (A-ranked) Mar 6, 2024 One paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4) Mar 2, 2024 One paper has been accepted by Computer Methods and Programs in Biomedicine (SCIE Q1, IF = 6.1) Feb 5, 2024 One paper has been accepted for presentation at MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering) Nov 23, 2023 One paper has been accepted for presentation at WACVW (1st Place in Track 1 - UPAR challenge 2024) Sep 26, 2023 One paper has been accepted by Pattern Recognition Letters (SCIE Q1, IF = 5.1)
Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning
Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
Machine Vision and Applications , Aug 2024
@article { BuiTMDNet2024 ,
+ author = {Bui, Doanh C. and Nguyen, Tam V. and Nguyen, Khang} ,
+ journal = {Machine Vision and Applications} ,
+ title = {Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning} ,
+ year = {2024} ,
+ month = aug ,
+ day = {20} ,
+ volume = {35} ,
+ number = {5} ,
+ pages = {118} ,
+} Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification
Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
IEEE Transactions on Medical Imaging , Aug 2024
@article { scubanet2024 ,
+ author = {Bui, Doanh C. and Song, Boram and Kim, Kyungeun and Kwak, Jin Tae} ,
+ journal = {IEEE Transactions on Medical Imaging} ,
+ title = {Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification} ,
+ year = {2024} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-1} ,
+ keywords = {Pathology;Transformers;Cancer;Image edge detection;Vectors;Computational modeling;Image classification;Computational pathology;cancer classification;graph neural network;Transformer;interaction} ,
+ doi = {10.1109/TMI.2024.3436080} ,
+} QuIIL at T3 Challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View
Trinh T. L. Vuong, Doanh C. Bui, and Jin Tae Kwak
In AI for Brain Lesion Detection and Trauma Video Action Recognition , Aug 2024
In this paper, we present our solutions for a spectrum of automation tasks in life-saving intervention procedures within the Trauma THOMPSON (T3) Challenge, encompassing action recognition, action anticipation, and Visual Question Answering (VQA). For action recognition and anticipation, we propose a pre-processing strategy that samples and stitches multiple inputs into a single image and then incorporates momentum- and attention-based knowledge distillation to improve the performance of the two tasks. For training, we present an action dictionary-guided design, which consistently yields the most favorable results across our experiments. In the realm of VQA, we leverage object-level features and deploy co-attention networks to train both object and question features. Notably, we introduce a novel frame-question cross-attention mechanism at the network’s core for enhanced performance. Our solutions achieve the }}2^{nd}}}rank in action recognition and anticipation tasks and }}1^{st}}}rank in the VQA task. The source code is available at https://github.com/QuIIL/QuIIL_thompson_solution.
@inproceedings { 10.1007/978-3-031-71626-3_10 ,
+ author = {T. L. Vuong, Trinh and C. Bui, Doanh and Kwak, Jin Tae} ,
+ editor = {Bao, Rina and Grant, Ellen and Kirkpatrick, Andrew and Wachs, Juan and Ou, Yangming} ,
+ title = {QuIIL at T3 Challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View} ,
+ booktitle = {AI for Brain Lesion Detection and Trauma Video Action Recognition} ,
+ year = {2024} ,
+ publisher = {Springer Nature Switzerland} ,
+ address = {Cham} ,
+ pages = {82--93} ,
+ isbn = {978-3-031-71626-3} ,
+} DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images
Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
Computer Methods and Programs in Biomedicine , Aug 2024
@article { BUI2024108112 ,
+ title = {DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images} ,
+ journal = {Computer Methods and Programs in Biomedicine} ,
+ volume = {248} ,
+ pages = {108112} ,
+ year = {2024} ,
+ issn = {0169-2607} ,
+ doi = {https://doi.org/10.1016/j.cmpb.2024.108112} ,
+ url = {https://www.sciencedirect.com/science/article/pii/S0169260724001081} ,
+ author = {Bui, Doanh C. and Song, Boram and Kim, Kyungeun and Kwak, Jin Tae} ,
+ keywords = {Cancer classification, Hybrid model, CNN, Transformer, Feature fusion, Multi-task learning} ,
+} Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos
Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
IEEE Transactions on Circuits and Systems for Video Technology , Aug 2024
@article { 10466765 ,
+ author = {Tran, Tung Minh and Bui, Doanh C. and Nguyen, Tam V. and Nguyen, Khang} ,
+ journal = {IEEE Transactions on Circuits and Systems for Video Technology} ,
+ title = {Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos} ,
+ year = {2024} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-1} ,
+ keywords = {Surveillance;Anomaly detection;Transformers;Traffic control;Computational modeling;Training;Task analysis;Anomaly Detection;Convolutional Neural Networks;Vision Transformers;Traffic Surveillance;Aerial Images} ,
+ doi = {10.1109/TCSVT.2024.3376399} ,
+} C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition
Doanh C. Bui, Thinh V. Le, and Ba Hung Ngo
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops , Jan 2024
@inproceedings { Bui_2024_WACV ,
+ author = {Bui, Doanh C. and Le, Thinh V. and Ngo, Ba Hung} ,
+ title = {C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition} ,
+ booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops} ,
+ month = jan ,
+ year = {2024} ,
+ pages = {351-358} ,
+} Improving human–object interaction with auxiliary semantic information and enhanced instance representation
Khang Nguyen, Thinh V Le, Huyen Ngoc N Van, and Doanh C Bui
Pattern Recognition Letters , Jan 2023
@article { nguyen2023improving ,
+ title = {Improving human--object interaction with auxiliary semantic information and enhanced instance representation} ,
+ author = {Nguyen, Khang and Le, Thinh V and Van, Huyen Ngoc N and Bui, Doanh C} ,
+ journal = {Pattern Recognition Letters} ,
+ volume = {175} ,
+ pages = {38--43} ,
+ year = {2023} ,
+ publisher = {Elsevier} ,
+ doi = {https://doi.org/10.1016/j.patrec.2023.09.013} ,
+} Feel free to contact me via email at 19521366@gm.uit.edu.vn
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-
-{% include news.html %}
diff --git a/news/announcement_accv2024/index.html b/news/announcement_accv2024/index.html
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+ One paper has been accepted for presentation at ACCV2024 (B-ranked) | Doanh C. Bui Doanh C. Bui and Jin Tae Kwak
Abstract: Whole slide image (WSI) classification is a crucial problem for cancer diagnostics in clinics and hospitals. A WSI, acquired at gigapixel size, is commonly tiled into patches and processed by multiple-instance learning (MIL) models. Previous MIL-based models designed for this problem have only been evaluated on individual tasks for specific organs, and the ability to handle multiple tasks within a single model has not been investigated. In this study, we propose MECFormer, a generative Transformer-based model designed to handle multiple tasks within one model. To leverage the power of learning multiple tasks simultaneously and to enhance the model’s effectiveness in focusing on each individual task, we introduce an Expert Consultation Network, a projection layer placed at the beginning of the Transformer-based model. Additionally, to enable flexible classification, autoregressive decoding is incorporated by a language decoder for WSI classification. Through extensive experiments on five datasets involving four different organs, one cancer classification task, and four cancer subtyping tasks, MECFormer demonstrates superior performance compared to individual state-of-the-art multiple-instance learning models.
This work was conducted under the supervision of Prof. Jin Tae Kwak during my master’s degree.
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diff --git a/news/announcement_cmpb/index.html b/news/announcement_cmpb/index.html
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+ One paper has been accepted by Computer Methods and Programs in Biomedicine (SCIE Q1, IF = 6.1) | Doanh C. Bui We are pleased to announce that our paper titled “DAX-Net: A Dual-Branch Dual-Task Adaptive Cross-Weight Feature Fusion Network for Robust Multi-Class Cancer Classification in Pathology Images” has been accepted by Computer Methods and Programs in Biomedicine (IF = 6.1) .
This is the study I conducted during my pursuit of a master’s degree under the supervision of Prof. Jin Tae Kwak.
The code, manuscript, and datasets will be released soon!
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diff --git a/news/announcement_hyundai/index.html b/news/announcement_hyundai/index.html
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+ I am accepted as the final recipient of the Hyundai Global Fellowship program! | Doanh C. Bui I am pleased to announce that I am selected as the final recipient of the Hyundai Global Fellowship program.
This scholarship has a big coverage.
Full tuition fee (including entrance fee) Learning support fee (1,000,000won per month) Settlement allowance (only 1 time when I enter the school) Graduation celebration incentive (only 1 time when graduate). In the 2023 Spring semester, I will pursue a Master’s degree in Computer Engineering at Korea University, Korea, with full support from this scholarship!
Thank you for reading.
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diff --git a/news/announcement_leopard/index.html b/news/announcement_leopard/index.html
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+ Placed 6th at MICCAI2024-LEOPARD challenge | Doanh C. Bui We placed 6th in the MICCAI 2024 LEOPARD challenge, which aims to predict biochemical recurrence in patients from prostate whole slide images.
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diff --git a/news/announcement_miccai2024/index.html b/news/announcement_miccai2024/index.html
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+ One paper has been accepted for presentation at MICCAI2024 (A-ranked) | Doanh C. Bui Doanh C. Bui, Trinh T. L. Vuong, Jin Tae Kwak
Abstract: Slide-level classification for whole-slide images (WSIs) has been widely recognized as a crucial problem in digital and computational pathology. Current approaches commonly consider WSIs as a bag of cropped patches and process them via multiple instance learning due to the large number of patches, which cannot fully explore the relationship among patches; in other words, the global information cannot be fully incorporated into decision making. Herein, we propose an efficient and effective slide-level classification model, named as FALFormer, that can process a WSI as a whole so as to fully exploit the relationship among the entire patches and to improve the classification performance. FALFormer is built based upon Transformers and self-attention mechanism. To lessen the computational burden of the original self-attention mechanism and to process the entire patches together in a WSI, FALFormer employs Nystrom self-attention which approximates the computation by using a smaller number of tokens or landmarks. For effective learning, FALFormer introduces feature-aware landmarks to enhance the representation power of the landmarks and the quality of the approximation. We systematically evaluate the performance of FALFormer using two public datasets, including CAMELYON16 and TCGA-BRCA. The experimental results demonstrate that FALFormer achieves superior performance on both datasets, outperforming the state-of-the-art methods for the slide-level classification. This suggests that FALFormer can facilitate an accurate and precise analysis of WSIs, potentially leading to improved diagnosis and prognosis on WSIs.
This work was conducted under the supervision of Prof. Jin Tae Kwak during my master’s degree. Paper and code will be released soon!
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diff --git a/news/announcement_mva/index.html b/news/announcement_mva/index.html
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+ One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4) | Doanh C. Bui Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
Abstract : Image captioning is an exciting yet challenging problem in both computer vision and natural language processing research. In recent years, this problem has been addressed by Transformer-based models optimized with Cross-Entropy loss and boosted performance via Self-Critical Sequence Training. Two types of representations are embedded into captioning models: grid features and region features, and there have been attempts to include 2D geometry information in the self-attention computation. However, the 3D order of object appearances is not considered, leading to confusion for the model in cases of complex scenes with overlapped objects. In addition, recent studies using only feature maps from the last layer or block of a pretrained CNN-based model may lack spatial information. In this paper, we present the Transformer-based captioning model dubbed TMDNet. Our model includes one module to aggregate multi-level grid features (MGFA) to enrich the representation ability using prior knowledge, and another module to effectively embed the image’s depth-grid aggregation (DGA) into the model space for better performance. The proposed model demonstrates its effectiveness via evaluation on the MS-COCO “Karpathy” test split across five standard metrics.
This work was conducted under the supervision of Prof. Tam V. Nguyen (University of Dayton) and Prof. Khang Nguyen (University of Information Technology, VNU-HCM).
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diff --git a/news/announcement_prl/index.html b/news/announcement_prl/index.html
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+ One paper has been accepted by Pattern Recognition Letters (SCIE Q1, IF = 5.1) | Doanh C. Bui Our study “Improving Human-object Interaction with Auxiliary Semantic Information and Enhanced Instance Representation” has been accepted to be published by “Pattern Recognition Letters” (SCI, Q1, IF = 5.1). I want to give special thanks to Thinh V. Le and Huyen Nguyen for their efforts in this work. This study is also the result of undergraduate thesis of Thinh & Huyen. This study is also on collaboration with UIT-Together Research Group. In this work, we propose three key modules: Enhanced Interaction Pointers (EIP), Semantic-guided (SG) and Multi-level cross-attention (MCA) based on the HOTR model to improve itself for human-object interaction (HOI) problem.
Authorship contribution statement:
Khang Nguyen: Project administration, Supervision, Idea confirmation. Thinh V. Le: Implementation (Idea implementation, feature extraction, training & evaluation on two benchmarks: V-COCO and HICO-DET), Writing – review & editing Huyen Nguyen: Writing (specially focus on linguistic aspects) – review & editing Doanh C. Bui : Conceptualization (EIP, SG, MCA), Implementation (only support Thinh V. Le), Writing – review & editing
We will publish our source code and checkpoints for this study soon!
P/s : I really appreciate the efforts of two undergraduate students: Thinh V. Le and Huyen Nguyen, who were working with me when we were all undergraduate students, to complete this study, specially Thinh. Thinh is a hard-working student. His self-study ability, knowledge, and coding are very good. Most of works of implementation in this study are done by him. I hope that in the future, I will have chance to continue to do research with Thinh. And I wish he will continue to develop himself, leverage all chances coming to him, to become an excellent student in the future! Huyen Nguyen also showed her effort and performed co-working ability pretty well, I also believe that she will achieve further achievements in the future.
P/s 2 : We all know that papers are just the results of researching period, and they are not that all, they are just some milestones. We should continue to try our best in the academic career, to bring not only theorical but also practical research to the community. There is a long road to go for achieving this.
Thank you for reading!
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diff --git a/news/announcement_tcsvt/index.html b/news/announcement_tcsvt/index.html
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+ One paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4) | Doanh C. Bui We are pleased to announce that our paper titled “Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos” has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (IF = 8.4) .
Authors: Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen. This paper is the result of a joint project between myself and Dr. Tung Minh Tran (University of Information Technology, VNU-HCM), Prof. Tam V. Nguyen (University of Dayton), and Prof. Khang Nguyen (University of Information Technology, VNU-HCM).
In this paper, we present a Transformer-based method for unsupervised anomaly detection in the context of traffic at roundabouts. The full manuscript and code will be released soon!
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diff --git a/news/announcement_thompson/index.html b/news/announcement_thompson/index.html
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@@ -0,0 +1 @@
+ One paper has been accepted for presentation at MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering) | Doanh C. Bui One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9) | Doanh C. Bui Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
This work was conducted under the supervision of Prof. Jin Tae Kwak during my master’s degree.
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diff --git a/news/announcement_uitopenviic/index.html b/news/announcement_uitopenviic/index.html
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+ UIT-OpenViIC - An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese (Under review) | Doanh C. Bui Our collaborative project titled “UIT-OpenViIC: An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese” is currently under review for the first round. The paper involves the joint efforts of BSc. Nghia Hieu Nguyen.
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diff --git a/news/announcement_upar/index.html b/news/announcement_upar/index.html
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+++ b/news/announcement_upar/index.html
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+ One paper has been accepted for presentation at WACVW (1st Place in Track 1 - UPAR challenge 2024) | Doanh C. Bui We are thrilled to announce our outstanding achievement, securing the 1st position in Track 1 of the UPAR Challenge at the WACV2024-RWS Workshop. Our accomplishment is attributed to the development of an advanced AI-based solution addressing the crucial task of pedestrian attribute recognition, with significant implications for applications such as tracking and retrieval.
Meet our dedicated team:
Doanh C. Bui (Leader): Master’s student at the School of Electrical Engineering, Korea University Thinh V. Le: Undergraduate researcher at the University of Information Technology, VNU-HCM Hung Ba Ngo: Postdoctoral researcher at the Graduate School of Data Science, Chonnam National University
Furthermore, we are honored to share that our paper presenting this groundbreaking solution, titled “C2T-Net: Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition,” has been accepted, and we will be delivering an oral presentation at the WACV2024-RWS Workshop. This recognition underscores the innovation and impact of our work in advancing the field of pedestrian attribute recognition.
Please check our published source code here .
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+ news | Doanh C. Bui Oct 7, 2024 Placed 6th at MICCAI2024-LEOPARD challenge Sep 20, 2024 One paper has been accepted for presentation at ACCV2024 (B-ranked) Aug 6, 2024 One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4) Jul 25, 2024 One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9) Jun 17, 2024 One paper has been accepted for presentation at MICCAI2024 (A-ranked) Mar 6, 2024 One paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4) Mar 2, 2024 One paper has been accepted by Computer Methods and Programs in Biomedicine (SCIE Q1, IF = 6.1) Feb 5, 2024 One paper has been accepted for presentation at MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering) Nov 23, 2023 One paper has been accepted for presentation at WACVW (1st Place in Track 1 - UPAR challenge 2024) Sep 26, 2023 One paper has been accepted by Pattern Recognition Letters (SCIE Q1, IF = 5.1)
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diff --git a/projects/1_project/index.html b/projects/1_project/index.html
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+++ b/projects/1_project/index.html
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+ project 1 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/2_project/index.html b/projects/2_project/index.html
new file mode 100644
index 0000000..524a20d
--- /dev/null
+++ b/projects/2_project/index.html
@@ -0,0 +1,15 @@
+ project 2 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/3_project/index.html b/projects/3_project/index.html
new file mode 100644
index 0000000..afa1acf
--- /dev/null
+++ b/projects/3_project/index.html
@@ -0,0 +1,15 @@
+ project 3 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/4_project/index.html b/projects/4_project/index.html
new file mode 100644
index 0000000..31a0c50
--- /dev/null
+++ b/projects/4_project/index.html
@@ -0,0 +1,15 @@
+ project 4 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/5_project/index.html b/projects/5_project/index.html
new file mode 100644
index 0000000..01664bc
--- /dev/null
+++ b/projects/5_project/index.html
@@ -0,0 +1,15 @@
+ project 5 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/6_project/index.html b/projects/6_project/index.html
new file mode 100644
index 0000000..291b9ec
--- /dev/null
+++ b/projects/6_project/index.html
@@ -0,0 +1,15 @@
+ project 6 | Doanh C. Bui Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.
To give your project a background in the portfolio page, just add the img tag to the front matter like so:
---
+layout: page
+title: project
+description: a project with a background image
+img: /assets/img/12.jpg
+---
+ Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.
You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.
You can also have artistically styled 2/3 + 1/3 images, like these.
The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:
<div class= "row justify-content-sm-center" >
+ <div class= "col-sm-8 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+ <div class= "col-sm-4 mt-3 mt-md-0" >
+ {% include figure.html path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+ </div>
+</div>
+
\ No newline at end of file
diff --git a/projects/index.html b/projects/index.html
new file mode 100644
index 0000000..ca91e83
--- /dev/null
+++ b/projects/index.html
@@ -0,0 +1 @@
+ projects | Doanh C. Bui publications | Doanh C. Bui 2024 How to Enrich Cross-domain Representations? Data Augmentation, Cycle-pseudo Labeling, and Category-aware Graph Learning
Ba Hung Ngo, Doanh C. Bui, and Tae Jong Choi
Under review , 2024
@article { eswa2024 ,
+ author = {Ngo, Ba Hung and Bui, Doanh C. and Choi, Tae Jong} ,
+ journal = {Under review} ,
+ title = {How to Enrich Cross-domain Representations? Data Augmentation, Cycle-pseudo Labeling, and Category-aware Graph Learning} ,
+ volume = {} ,
+ pages = {} ,
+ year = {2024} ,
+} CLEAR: Cross-Transformers with Pre-trained Language Model for Person Attribute Recognition and Retrieval
Doanh C. Bui, Thinh V. Le, Ba Hung Ngo, and Tae Jong Choi
Under review , 2024
@article { clear2024 ,
+ author = {Bui, Doanh C. and Le, Thinh V. and Ngo, Ba Hung and Choi, Tae Jong} ,
+ journal = {Under review} ,
+ title = {CLEAR: Cross-Transformers with Pre-trained Language Model for Person Attribute Recognition and Retrieval} ,
+ volume = {} ,
+ pages = {} ,
+ year = {2024} ,
+} HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation
Under review , 2024
@article { higda2024 ,
+ author = {} ,
+ journal = {Under review} ,
+ title = {HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation} ,
+ volume = {} ,
+ pages = {} ,
+ year = {2024} ,
+} Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning
Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
Machine Vision and Applications , Aug 2024
@article { BuiTMDNet2024 ,
+ author = {Bui, Doanh C. and Nguyen, Tam V. and Nguyen, Khang} ,
+ journal = {Machine Vision and Applications} ,
+ title = {Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning} ,
+ year = {2024} ,
+ month = aug ,
+ day = {20} ,
+ volume = {35} ,
+ number = {5} ,
+ pages = {118} ,
+} Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification
Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
IEEE Transactions on Medical Imaging , Aug 2024
@article { scubanet2024 ,
+ author = {Bui, Doanh C. and Song, Boram and Kim, Kyungeun and Kwak, Jin Tae} ,
+ journal = {IEEE Transactions on Medical Imaging} ,
+ title = {Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification} ,
+ year = {2024} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-1} ,
+ keywords = {Pathology;Transformers;Cancer;Image edge detection;Vectors;Computational modeling;Image classification;Computational pathology;cancer classification;graph neural network;Transformer;interaction} ,
+ doi = {10.1109/TMI.2024.3436080} ,
+} QuIIL at T3 Challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View
Trinh T. L. Vuong, Doanh C. Bui, and Jin Tae Kwak
In AI for Brain Lesion Detection and Trauma Video Action Recognition , Aug 2024
In this paper, we present our solutions for a spectrum of automation tasks in life-saving intervention procedures within the Trauma THOMPSON (T3) Challenge, encompassing action recognition, action anticipation, and Visual Question Answering (VQA). For action recognition and anticipation, we propose a pre-processing strategy that samples and stitches multiple inputs into a single image and then incorporates momentum- and attention-based knowledge distillation to improve the performance of the two tasks. For training, we present an action dictionary-guided design, which consistently yields the most favorable results across our experiments. In the realm of VQA, we leverage object-level features and deploy co-attention networks to train both object and question features. Notably, we introduce a novel frame-question cross-attention mechanism at the network’s core for enhanced performance. Our solutions achieve the }}2^{nd}}}rank in action recognition and anticipation tasks and }}1^{st}}}rank in the VQA task. The source code is available at https://github.com/QuIIL/QuIIL_thompson_solution.
@inproceedings { 10.1007/978-3-031-71626-3_10 ,
+ author = {T. L. Vuong, Trinh and C. Bui, Doanh and Kwak, Jin Tae} ,
+ editor = {Bao, Rina and Grant, Ellen and Kirkpatrick, Andrew and Wachs, Juan and Ou, Yangming} ,
+ title = {QuIIL at T3 Challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View} ,
+ booktitle = {AI for Brain Lesion Detection and Trauma Video Action Recognition} ,
+ year = {2024} ,
+ publisher = {Springer Nature Switzerland} ,
+ address = {Cham} ,
+ pages = {82--93} ,
+ isbn = {978-3-031-71626-3} ,
+} FALFormer: Feature-Aware Landmarks Self-attention for Whole-Slide Image Classification
Doanh C. Bui, Trinh Thi Le Vuong, and Jin Tae Kwak
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 , Aug 2024
Slide-level classification for whole-slide images (WSIs) has been widely recognized as a crucial problem in digital and computational pathology. Current approaches commonly consider WSIs as a bag of cropped patches and process them via multiple instance learning due to the large number of patches, which cannot fully explore the relationship among patches; in other words, the global information cannot be fully incorporated into decision making. Herein, we propose an efficient and effective slide-level classification model, named as FALFormer, that can process a WSI as a whole so as to fully exploit the relationship among the entire patches and to improve the classification performance. FALFormer is built based upon Transformers and self-attention mechanism. To lessen the computational burden of the original self-attention mechanism and to process the entire patches together in a WSI, FALFormer employs Nyström self-attention which approximates the computation by using a smaller number of tokens or landmarks. For effective learning, FALFormer introduces feature-aware landmarks to enhance the representation power of the landmarks and the quality of the approximation. We systematically evaluate the performance of FALFormer using two public datasets, including CAMELYON16 and TCGA-BRCA. The experimental results demonstrate that FALFormer achieves superior performance on both datasets, outperforming the state-of-the-art methods for the slide-level classification. This suggests that FALFormer can facilitate an accurate and precise analysis of WSIs, potentially leading to improved diagnosis and prognosis on WSIs.
@inproceedings { 10.1007/978-3-031-72083-3_12 ,
+ author = {Bui, Doanh C. and Vuong, Trinh Thi Le and Kwak, Jin Tae} ,
+ editor = {Linguraru, Marius George and Dou, Qi and Feragen, Aasa and Giannarou, Stamatia and Glocker, Ben and Lekadir, Karim and Schnabel, Julia A.} ,
+ title = {FALFormer: Feature-Aware Landmarks Self-attention for Whole-Slide Image Classification} ,
+ booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024} ,
+ year = {2024} ,
+ publisher = {Springer Nature Switzerland} ,
+ address = {Cham} ,
+ pages = {123--132} ,
+ isbn = {978-3-031-72083-3} ,
+} Efficient semantic segmentation for computational pathology
Doanh C. Bui, Changsu Kim, and Jin Tae Kwak
In Medical Imaging 2024: Digital and Computational Pathology , Aug 2024
DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images
Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
Computer Methods and Programs in Biomedicine , Aug 2024
@article { BUI2024108112 ,
+ title = {DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images} ,
+ journal = {Computer Methods and Programs in Biomedicine} ,
+ volume = {248} ,
+ pages = {108112} ,
+ year = {2024} ,
+ issn = {0169-2607} ,
+ doi = {https://doi.org/10.1016/j.cmpb.2024.108112} ,
+ url = {https://www.sciencedirect.com/science/article/pii/S0169260724001081} ,
+ author = {Bui, Doanh C. and Song, Boram and Kim, Kyungeun and Kwak, Jin Tae} ,
+ keywords = {Cancer classification, Hybrid model, CNN, Transformer, Feature fusion, Multi-task learning} ,
+} Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos
Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
IEEE Transactions on Circuits and Systems for Video Technology , Aug 2024
@article { 10466765 ,
+ author = {Tran, Tung Minh and Bui, Doanh C. and Nguyen, Tam V. and Nguyen, Khang} ,
+ journal = {IEEE Transactions on Circuits and Systems for Video Technology} ,
+ title = {Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos} ,
+ year = {2024} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-1} ,
+ keywords = {Surveillance;Anomaly detection;Transformers;Traffic control;Computational modeling;Training;Task analysis;Anomaly Detection;Convolutional Neural Networks;Vision Transformers;Traffic Surveillance;Aerial Images} ,
+ doi = {10.1109/TCSVT.2024.3376399} ,
+} C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition
Doanh C. Bui, Thinh V. Le, and Ba Hung Ngo
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops , Jan 2024
@inproceedings { Bui_2024_WACV ,
+ author = {Bui, Doanh C. and Le, Thinh V. and Ngo, Ba Hung} ,
+ title = {C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition} ,
+ booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops} ,
+ month = jan ,
+ year = {2024} ,
+ pages = {351-358} ,
+} 2023 Improving human–object interaction with auxiliary semantic information and enhanced instance representation
Khang Nguyen, Thinh V Le, Huyen Ngoc N Van, and Doanh C Bui
Pattern Recognition Letters , Jan 2023
@article { nguyen2023improving ,
+ title = {Improving human--object interaction with auxiliary semantic information and enhanced instance representation} ,
+ author = {Nguyen, Khang and Le, Thinh V and Van, Huyen Ngoc N and Bui, Doanh C} ,
+ journal = {Pattern Recognition Letters} ,
+ volume = {175} ,
+ pages = {38--43} ,
+ year = {2023} ,
+ publisher = {Elsevier} ,
+ doi = {https://doi.org/10.1016/j.patrec.2023.09.013} ,
+} 2022 Vi-DRSNet: A Novel Hybrid Model for Vietnamese Image Captioning in Healthcare Domain
Doanh C. Bui, Nghia Hieu Nguyen, Nguyen D. Vo, Uyen Han Thuy Thai, and Khang Nguyen
@article { 9924781 ,
+ author = {Bui, Doanh C. and Nguyen, Nghia Hieu and Vo, Nguyen D. and Thai, Uyen Han Thuy and Nguyen, Khang} ,
+ booktitle = {2022 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)} ,
+ title = {Vi-DRSNet: A Novel Hybrid Model for Vietnamese Image Captioning in Healthcare Domain} ,
+ year = {2022} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-6} ,
+ doi = {10.1109/MAPR56351.2022.9924781} ,
+} Empirical Study of RepPoints Representation for Object Detection in Aerial Images
Thinh V. Le, Huyen Ngoc N. Van, Doanh C. Bui, Phuong Vo, Nguyen D. Vo, and 1 more author
@article { 9852099 ,
+ author = {Le, Thinh V. and Van, Huyen Ngoc N. and Bui, Doanh C. and Vo, Phuong and Vo, Nguyen D. and Nguyen, Khang} ,
+ booktitle = {2022 IEEE Ninth International Conference on Communications and Electronics (ICCE)} ,
+ title = {Empirical Study of RepPoints Representation for Object Detection in Aerial Images} ,
+ year = {2022} ,
+ volume = {} ,
+ number = {} ,
+ pages = {337-342} ,
+ doi = {10.1109/ICCE55644.2022.9852099} ,
+} EAES: Effective Augmented Embedding Spaces for Text-Based Image Captioning
Khang Nguyen, Doanh C. Bui, Truc Trinh, and Nguyen D. Vo
IEEE Access , Jan 2022
@article { 9732974 ,
+ author = {Nguyen, Khang and Bui, Doanh C. and Trinh, Truc and Vo, Nguyen D.} ,
+ journal = {IEEE Access} ,
+ title = {EAES: Effective Augmented Embedding Spaces for Text-Based Image Captioning} ,
+ year = {2022} ,
+ volume = {10} ,
+ number = {} ,
+ pages = {32443-32452} ,
+ doi = {10.1109/ACCESS.2022.3158763} ,
+} Analysis of the Influence of De-hazing Methods on Vehicle Detection in Aerial Images
Khang Nguyen, Phuc Nguyen, Doanh C. Bui, Minh Tran, and Nguyen D. Vo
International Journal of Advanced Computer Science and Applications , Jan 2022
@article { Nguyen2022 ,
+ title = {Analysis of the Influence of De-hazing Methods on Vehicle Detection in Aerial Images} ,
+ journal = {International Journal of Advanced Computer Science and Applications} ,
+ doi = {10.14569/IJACSA.2022.01306100} ,
+ url = {http://dx.doi.org/10.14569/IJACSA.2022.01306100} ,
+ year = {2022} ,
+ publisher = {The Science and Information Organization} ,
+ volume = {13} ,
+ number = {6} ,
+ author = {Nguyen, Khang and Nguyen, Phuc and Bui, Doanh C. and Tran, Minh and Vo, Nguyen D.} ,
+} 2021 MC-OCR Challenge 2021: Deep Learning Approach for Vietnamese Receipts OCR
Doanh C. Bui, Dung Truong, Nguyen D. Vo, and Khang Nguyen
@article { 9642128 ,
+ author = {Bui, Doanh C. and Truong, Dung and Vo, Nguyen D. and Nguyen, Khang} ,
+ booktitle = {2021 RIVF International Conference on Computing and Communication Technologies (RIVF)} ,
+ title = {MC-OCR Challenge 2021: Deep Learning Approach for Vietnamese Receipts OCR} ,
+ year = {2021} ,
+ volume = {} ,
+ number = {} ,
+ pages = {1-6} ,
+ doi = {10.1109/RIVF51545.2021.9642128} ,
+}
\ No newline at end of file
diff --git a/repositories/index.html b/repositories/index.html
new file mode 100644
index 0000000..5e105ef
--- /dev/null
+++ b/repositories/index.html
@@ -0,0 +1 @@
+ repositories | Doanh C. Bui GitHub users GitHub Repositories
\ No newline at end of file
diff --git a/robots.txt b/robots.txt
index a450fbe..1db7201 100644
--- a/robots.txt
+++ b/robots.txt
@@ -1,7 +1,4 @@
----
-permalink: /robots.txt
----
User-agent: *
Disallow:
-Sitemap: {{ site.baseurl | prepend: site.url }}/sitemap.xml
+Sitemap: https://caodoanh2001.github.io/sitemap.xml
diff --git a/sitemap.xml b/sitemap.xml
new file mode 100644
index 0000000..9b78fc9
--- /dev/null
+++ b/sitemap.xml
@@ -0,0 +1 @@
+ https://caodoanh2001.github.io/news/announcement_hyundai/ 2022-01-27T16:40:00+00:00 https://caodoanh2001.github.io/news/announcement_uitopenviic/ 2023-07-04T13:50:00+00:00 https://caodoanh2001.github.io/news/announcement_prl/ 2023-09-26T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_upar/ 2023-11-23T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_thompson/ 2024-02-05T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_cmpb/ 2024-03-02T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_tcsvt/ 2024-03-06T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_miccai2024/ 2024-06-17T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_tmi/ 2024-07-25T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_mva/ 2024-08-06T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_accv2024/ 2024-09-20T00:00:00+00:00 https://caodoanh2001.github.io/news/announcement_leopard/ 2024-10-07T00:00:00+00:00 https://caodoanh2001.github.io/blog/2023/faster-rcnn/ 2023-07-08T13:50:00+00:00 https://caodoanh2001.github.io/blog/2023/han-du-thi-tap/ 2023-12-29T00:00:00+00:00 https://caodoanh2001.github.io/blog/2024/thank-you-dr-Hung/ 2024-11-25T00:00:00+00:00 https://caodoanh2001.github.io/projects/1_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/projects/2_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/projects/3_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/projects/4_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/projects/5_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/projects/6_project/ 2024-11-26T07:43:56+00:00 https://caodoanh2001.github.io/ https://caodoanh2001.github.io/cv/ https://caodoanh2001.github.io/_pages/dropdown/ https://caodoanh2001.github.io/blog/ https://caodoanh2001.github.io/news/ https://caodoanh2001.github.io/projects/ https://caodoanh2001.github.io/publications/ https://caodoanh2001.github.io/repositories/ https://caodoanh2001.github.io/teaching/ https://caodoanh2001.github.io/blog/tag/formatting/ https://caodoanh2001.github.io/blog/tag/links/ https://caodoanh2001.github.io/blog/category/sample-posts/ https://caodoanh2001.github.io/blog/2023/ https://caodoanh2001.github.io/blog/2024/
\ No newline at end of file
diff --git a/teaching/index.html b/teaching/index.html
new file mode 100644
index 0000000..3278c03
--- /dev/null
+++ b/teaching/index.html
@@ -0,0 +1 @@
+ teaching | Doanh C. Bui For now, this page is assumed to be a static description of your courses. You can convert it to a collection similar to _projects/ so that you can have a dedicated page for each course.
Organize your courses by years, topics, or universities, however you like!
\ No newline at end of file
- {%- endif -%}
- {%- elsif entry.abbr -%}
- {%- if site.data.venues[entry.abbr] -%}
- {%- assign venue_style = nil -%}
- {%- if site.data.venues[entry.abbr].color != blank -%}
- {%- assign venue_style = site.data.venues[entry.abbr].color | prepend: 'style="background-color:' | append: '"' -%}
- {%- endif -%}
- {{entry.abbr}}
- {%- else -%}
- {{entry.abbr}}
- {%- endif -%}
- {%- endif -%}
- 
-
-This work was conducted under the supervision of Prof. Jin Tae Kwak during my master's degree.
diff --git a/_news/announcement_cmpb.md b/_news/announcement_cmpb.md
deleted file mode 100644
index 11efbfc..0000000
--- a/_news/announcement_cmpb.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-layout: post
-title: One paper has been accepted by Computer Methods and Programs in Biomedicine (SCIE Q1, IF = 6.1)
-date: 2024-03-02 00:00:00
-description: Congratulations! Our paper "DAX-Net - a dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images" has been accepted in Computer Methods and Programs in Biomedicine (IF = 6.1)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We are pleased to announce that our paper titled "DAX-Net: A Dual-Branch Dual-Task Adaptive Cross-Weight Feature Fusion Network for Robust Multi-Class Cancer Classification in Pathology Images" has been accepted by Computer Methods and Programs in Biomedicine **(IF = 6.1)**.
-
-
-
-This is the study I conducted during my pursuit of a master's degree under the supervision of Prof. Jin Tae Kwak.
-
-The code, manuscript, and datasets will be released soon!
diff --git a/_news/announcement_hyundai.md b/_news/announcement_hyundai.md
deleted file mode 100644
index 6402961..0000000
--- a/_news/announcement_hyundai.md
+++ /dev/null
@@ -1,21 +0,0 @@
----
-layout: post
-title: I am accepted as the final recipient of the Hyundai Global Fellowship program!
-date: 2022-01-27 16:40:00
-description: Hyundai Motor Chung Mong-koo Scholarship
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-I am pleased to announce that I am selected as the final recipient of the Hyundai Global Fellowship program.
-
-This scholarship has a big coverage.
-- Full tuition fee (including entrance fee)
-- Learning support fee (1,000,000won per month)
-- Settlement allowance (only 1 time when I enter the school)
-- Graduation celebration incentive (only 1 time when graduate).
-
-In the 2023 Spring semester, I will pursue a Master’s degree in Computer Engineering at Korea University, Korea, with full support from this scholarship!
-
-Thank you for reading.
\ No newline at end of file
diff --git a/_news/announcement_leopard.md b/_news/announcement_leopard.md
deleted file mode 100644
index 40568e5..0000000
--- a/_news/announcement_leopard.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-layout: post
-title: Placed 6th at MICCAI2024-LEOPARD challenge
-date: 2024-10-07 00:00:00
-description: Placed 6th at MICCAI2024-LEOPARD challenge
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We placed 6th in the MICCAI 2024 LEOPARD challenge, which aims to predict biochemical recurrence in patients from prostate whole slide images.
-
-
-
-This work was conducted under the supervision of Prof. Jin Tae Kwak during my master's degree.
-Paper and code will be released soon!
diff --git a/_news/announcement_mva.md b/_news/announcement_mva.md
deleted file mode 100644
index f883e89..0000000
--- a/_news/announcement_mva.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-layout: post
-title: One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4)
-date: 2024-08-06 00:00:00
-description: One paper has been accepted by Machine Vision and Applications (SCIE Q2, IF = 2.4)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning
-*Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen*
-
-**Abstract**: Image captioning is an exciting yet challenging problem in both computer vision and natural language processing research. In recent years, this problem has been addressed by Transformer-based models optimized with Cross-Entropy loss and boosted performance via Self-Critical Sequence Training. Two types of representations are embedded into captioning models: grid features and region features, and there have been attempts to include 2D geometry information in the self-attention computation. However, the 3D order of object appearances is not considered, leading to confusion for the model in cases of complex scenes with overlapped objects. In addition, recent studies using only feature maps from the last layer or block of a pretrained CNN-based model may lack spatial information. In this paper, we present the Transformer-based captioning model dubbed TMDNet. Our model includes one module to aggregate multi-level grid features (MGFA) to enrich the representation ability using prior knowledge, and another module to effectively embed the image's depth-grid aggregation (DGA) into the model space for better performance. The proposed model demonstrates its effectiveness via evaluation on the MS-COCO "Karpathy" test split across five standard metrics.
-
-
-
-We will publish our source code and checkpoints for this study soon!
-
-**P/s**: I really appreciate the efforts of two undergraduate students: Thinh V. Le and Huyen Nguyen, who were working with me when we were all undergraduate students, to complete this study, specially Thinh. Thinh is a hard-working student. His self-study ability, knowledge, and coding are very good. Most of works of implementation in this study are done by him. I hope that in the future, I will have chance to continue to do research with Thinh. And I wish he will continue to develop himself, leverage all chances coming to him, to become an excellent student in the future! Huyen Nguyen also showed her effort and performed co-working ability pretty well, I also believe that she will achieve further achievements in the future.
-
-**P/s 2**: We all know that papers are just the results of researching period, and they are not that all, they are just some milestones. We should continue to try our best in the academic career, to bring not only theorical but also practical research to the community. There is a long road to go for achieving this.
-
-Thank you for reading!
diff --git a/_news/announcement_tcsvt.md b/_news/announcement_tcsvt.md
deleted file mode 100644
index fb43da2..0000000
--- a/_news/announcement_tcsvt.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-layout: post
-title: One paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4)
-date: 2024-03-06 00:00:00
-description: Congratulations! Our paper "Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos" has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (SCIE Q1, IF = 8.4)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-We are pleased to announce that our paper titled "Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos" has been accepted by IEEE Transactions on Circuits and Systems for Video Technology **(IF = 8.4)**.
-
-Authors: Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen. This paper is the result of a joint project between myself and Dr. Tung Minh Tran (University of Information Technology, VNU-HCM), Prof. Tam V. Nguyen (University of Dayton), and Prof. Khang Nguyen (University of Information Technology, VNU-HCM).
-
-In this paper, we present a Transformer-based method for unsupervised anomaly detection in the context of traffic at roundabouts. The full manuscript and code will be released soon!
-
-
diff --git a/_news/announcement_thompson b/_news/announcement_thompson
deleted file mode 100644
index 845a39e..0000000
--- a/_news/announcement_thompson
+++ /dev/null
@@ -1,11 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering)
-date: 2024-02-05 00:00:00
-description: Congratulations! Our paper "QuIIL at T3 challenge - Towards Automation in Life-Saving Intervention Procedures from First-Person View" has been accepted by MICCAI2023-Thompson workshop.
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-
diff --git a/_news/announcement_tmi.md b/_news/announcement_tmi.md
deleted file mode 100644
index 1970a30..0000000
--- a/_news/announcement_tmi.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-layout: post
-title: One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9)
-date: 2024-07-25 00:00:00
-description: One paper has been accepted by IEEE Transactions on Medical Imaging (SCIE Q1, IF = 8.9)
-tags: formatting links
-categories: sample-posts
-inline: false
----
-
-## Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification
-*Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak*
-
-
\ No newline at end of file
diff --git a/_news/announcement_upar.md b/_news/announcement_upar.md
deleted file mode 100644
index f60a3b1..0000000
--- a/_news/announcement_upar.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-layout: post
-title: One paper has been accepted for presentation at WACVW (1st Place in Track 1 - UPAR challenge 2024)
-date: 2023-11-23 00:00:00
-description: Congratulations! 1st Place in Track 1 - UPAR challenge 2024 at WACV2024-RWS Workshop
-tags: formatting links
-categories: sample-posts
-inline: false
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-We are thrilled to announce our outstanding achievement, securing the 1st position in Track 1 of the UPAR Challenge at the WACV2024-RWS Workshop. Our accomplishment is attributed to the development of an advanced AI-based solution addressing the crucial task of pedestrian attribute recognition, with significant implications for applications such as tracking and retrieval.
-
-Meet our dedicated team:
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-1. Doanh C. Bui (Leader): Master's student at the School of Electrical Engineering, Korea University
-2. Thinh V. Le: Undergraduate researcher at the University of Information Technology, VNU-HCM
-3. Hung Ba Ngo: Postdoctoral researcher at the Graduate School of Data Science, Chonnam National University
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-
-
-Furthermore, we are honored to share that our paper presenting this groundbreaking solution, titled "C2T-Net: Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition," has been accepted, and we will be delivering an oral presentation at the WACV2024-RWS Workshop. This recognition underscores the innovation and impact of our work in advancing the field of pedestrian attribute recognition.
-
-Please check our published source code [here](https://github.com/caodoanh2001/upar_challenge).
diff --git a/_pages/about.md b/_pages/about.md
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-layout: about
-title: about
-permalink: /
-subtitle: University of Information Technology. Ho Chi Minh city, Vietnam.
-subtitle: School of Electrical and Engineering, Korea University. Seoul, Republic of Korea.
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-profile:
- align: right
- image: doanh.png
- image_circular: false # crops the image to make it circular
- address: >
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-layout: page
-title: project 1
-description: a project with a background image
-img: assets/img/12.jpg
-importance: 1
-category: work
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-
-Every project has a beautiful feature showcase page.
-It's easy to include images in a flexible 3-column grid format.
-Make your photos 1/3, 2/3, or full width.
-
-To give your project a background in the portfolio page, just add the img tag to the front matter like so:
-
- ---
- layout: page
- title: project
- description: a project with a background image
- img: /assets/img/12.jpg
- ---
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-