release version 1.4, added dependency parsing

README.rst

@@ -63,6 +63,9 @@ Features
 -  **Part-of-Speech Recognition**
 
    Latest state-of-art CRF deep learning models to do Naming Entity Recognition.
+-  **Dependency Parsing**
+
+   Latest state-of-art CRF deep learning models to do analyzes the grammatical structure of a sentence, establishing relationships between words.
 -  **Sentiment Analysis**
 
    From BERT, Fast-Text, Dynamic-Memory Network, Sparse Tensorflow, Attention Neural Network to build deep sentiment analysis models.

docs/Api.rst

@@ -9,6 +9,12 @@ malaya
 .. automodule:: malaya
     :members:
 
+malaya.dependency
+------------------
+
+.. automodule:: malaya.dependency
+    :members:
+
 malaya.emotion
 -----------------
 

docs/Cache.rst

@@ -4,6 +4,6 @@ Malaya Cache
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/caching>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/caching>`_.
 
 .. include:: load-cache.rst

docs/Cluster.rst

@@ -4,6 +4,6 @@ Text Clustering
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/text-clustering>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/text-clustering>`_.
 
 .. include:: text-clustering.rst

docs/Crawler.rst

@@ -7,13 +7,13 @@ From Source
 -----------
 
 The crawler is actively developed on
-`Github <https://github.com/DevconX/Malaya/tree/master/crawl>`__.
+`Github <https://github.com/huseinzol05/Malaya/tree/master/crawl>`__.
 
 You need to clone the public repo:
 
 .. code:: bash
 
-    git clone https://github.com/devconx/malaya
+    git clone https://github.com/huseinzol05/malaya
 
 You need to install dependencies before able to use the crawler.
 

docs/Dataset.rst

@@ -3,54 +3,54 @@ Dataset
 
 We want to make sure not just the code we open-sourced, but also goes to dataset, so everyone can validate.
 
-You can check in `/dataset <https://github.com/DevconX/Malaya/tree/master/dataset>`__ for most of our open dataset.
+You can check in `/dataset <https://github.com/huseinzol05/Malaya/tree/master/dataset>`__ for most of our open dataset.
 
 Sentiment Analysis
 ----------------------------------
 
-`/dataset/sentiment <https://github.com/DevconX/Malaya/tree/master/dataset/sentiment>`__
+`/dataset/sentiment <https://github.com/huseinzol05/Malaya/tree/master/dataset/sentiment>`__
 
 Emotion Analysis
 ----------------------------------
 
-`/dataset/emotion <https://github.com/DevconX/Malaya/tree/master/dataset/emotion>`__
+`/dataset/emotion <https://github.com/huseinzol05/Malaya/tree/master/dataset/emotion>`__
 
 Entities Recognition
 ----------------------------------
 
-`/dataset/entities <https://github.com/DevconX/Malaya/tree/master/dataset/entities>`__
+`/dataset/entities <https://github.com/huseinzol05/Malaya/tree/master/dataset/entities>`__
 
 Part-Of-Speech Recognition
 ----------------------------------
 
-`/dataset/pos <https://github.com/DevconX/Malaya/tree/master/dataset/pos>`__
+`/dataset/pos <https://github.com/huseinzol05/Malaya/tree/master/dataset/pos>`__
 
 Polarity
 ----------------------------------
 
-`/dataset/polarity <https://github.com/DevconX/Malaya/tree/master/dataset/polarity>`__
+`/dataset/polarity <https://github.com/huseinzol05/Malaya/tree/master/dataset/polarity>`__
 
 We combined with sentiment analysis models.
 
 Subjectivity
 ----------------------------------
 
-`/dataset/subjectivity <https://github.com/DevconX/Malaya/tree/master/dataset/subjectivity>`__
+`/dataset/subjectivity <https://github.com/huseinzol05/Malaya/tree/master/dataset/subjectivity>`__
 
 Stemmer
 ----------------------------------
 
-`/dataset/stemmer <https://github.com/DevconX/Malaya/tree/master/dataset/stemmer>`__
+`/dataset/stemmer <https://github.com/huseinzol05/Malaya/tree/master/dataset/stemmer>`__
 
 Language Detection
 ----------------------------------
 
-`/dataset/language-detection <https://github.com/DevconX/Malaya/tree/master/dataset/language-detection>`__
+`/dataset/language-detection <https://github.com/huseinzol05/Malaya/tree/master/dataset/language-detection>`__
 
 Dictionary
 ----------------------------------
 
-`/dataset/dictionary <https://github.com/DevconX/Malaya/tree/master/dataset/dictionary>`__
+`/dataset/dictionary <https://github.com/huseinzol05/Malaya/tree/master/dataset/dictionary>`__
 
 Matbahasa
 -----------

docs/Dependency.rst

@@ -0,0 +1,9 @@
+Dependency Parsing
+===================
+
+.. note::
+
+    This tutorial is available as an IPython notebook
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/dependency>`_.
+
+.. include:: load-dependency.rst

docs/Emotion.rst

@@ -4,6 +4,6 @@ Emotion Analysis
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/emotion>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/emotion>`_.
 
 .. include:: load-emotion.rst

docs/Entities.rst

@@ -4,6 +4,6 @@ Entities Recognition
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/entities>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/entities>`_.
 
 .. include:: load-entities.rst

docs/Installation.rst

@@ -25,13 +25,13 @@ From Source
 -----------
 
 Malaya is actively developed on
-`Github <https://github.com/devconx/malaya>`__.
+`Github <https://github.com/huseinzol05/malaya>`__.
 
 You can clone the public repo:
 
 .. code:: python
 
-    git clone https://github.com/devconx/malaya
+    git clone https://github.com/huseinzol05/malaya
 
 Once you have the source, you can install it into your site-packages
 with:

docs/Language.rst

@@ -4,6 +4,6 @@ Language Detection
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/language-detection>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/language-detection>`_.
 
 .. include:: load-language-detection.rst

docs/Normalizer.rst

@@ -4,6 +4,6 @@ Normalizer
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/normalizer>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/normalizer>`_.
 
 .. include:: load-normalizer.rst

docs/Num2word.rst

@@ -4,6 +4,6 @@ Num2Word
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/num2word>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/num2word>`_.
 
 .. include:: load-num2word.rst

docs/Pos.rst

@@ -4,6 +4,6 @@ Part-of-Speech Recognition
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/part-of-speech>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/part-of-speech>`_.
 
 .. include:: load-pos.rst

docs/README.rst

@@ -2,7 +2,7 @@
 
     <p align="center">
         <a href="#readme">
-            <img alt="logo" width="70%" src="https://raw.githubusercontent.com/DevconX/Malaya/master/session/towns-of-malaya.jpg">
+            <img alt="logo" width="70%" src="https://raw.githubusercontent.com/huseinzol05/Malaya/master/session/towns-of-malaya.jpg">
         </a>
     </p>
     <p align="center">
@@ -63,6 +63,9 @@ Features
 -  **Part-of-Speech Recognition**
 
    Latest state-of-art CRF deep learning models to do Naming Entity Recognition.
+-  **Dependency Parsing**
+
+   Latest state-of-art CRF deep learning models to do analyzes the grammatical structure of a sentence, establishing relationships between words.
 -  **Sentiment Analysis**
 
    From BERT, Fast-Text, Dynamic-Memory Network, Sparse Tensorflow, Attention Neural Network to build deep sentiment analysis models.

docs/Sentiment.rst

@@ -4,6 +4,6 @@ Sentiment Analysis
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/sentiment>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/sentiment>`_.
 
 .. include:: load-sentiment.rst

docs/Spell.rst

@@ -4,6 +4,6 @@ Speller
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/spell-correction>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/spell-correction>`_.
 
 .. include:: load-spell-correction.rst

docs/Stack.rst

@@ -4,6 +4,6 @@ Stacking
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/stacking>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/stacking>`_.
 
 .. include:: load-stack.rst

docs/Stemmer.rst

@@ -4,6 +4,6 @@ Stemmer
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/stemmer>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/stemmer>`_.
 
 .. include:: load-stemmer.rst

docs/Subjective.rst

@@ -4,6 +4,6 @@ Subjectivity Analysis
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/subjectivity>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/subjectivity>`_.
 
 .. include:: load-subjectivity.rst

docs/Summarization.rst

@@ -4,6 +4,6 @@ Summarization
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/summarization>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/summarization>`_.
 
 .. include:: load-summarization.rst

docs/Topic.rst

@@ -4,6 +4,6 @@ Topic Modelling
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/topic-modelling>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/topic-modelling>`_.
 
 .. include:: load-topic-modelling.rst

docs/Topics.rst

@@ -4,6 +4,6 @@ Topics & Influencers Analysis
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/topics-influencers>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/topics-influencers>`_.
 
 .. include:: load-topics-influencers.rst

docs/Toxic.rst

@@ -4,6 +4,6 @@ Toxicity Analysis
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/toxicity>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/toxicity>`_.
 
 .. include:: load-toxic.rst

docs/Word2vec.rst

@@ -4,6 +4,6 @@ Word2Vec
 .. note::
 
     This tutorial is available as an IPython notebook
-    `here <https://github.com/DevconX/Malaya/tree/master/example/word2vec>`_.
+    `here <https://github.com/huseinzol05/Malaya/tree/master/example/word2vec>`_.
 
 .. include:: load-word2vec.rst

docs/index.rst

@@ -22,6 +22,7 @@ Contents:
    Translator-malaya
    Accuracy
    Cache
+   Dependency
    Emotion
    Entities
    Language