Code

Implement class wise shapley#338

Code

Merged

mdbenito merged 53 commits intodevelopaai-institute/pyDVL:developfrom 259-implement-class-wise-shapleyaai-institute/pyDVL:259-implement-class-wise-shapleyCopy head branch name to clipboardOct 14, 2023

+69,481-59

Commits

Commits on Aug 14, 2023

• Implement algorithm from paper CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification (https://arxiv.org/abs/2211.06800)

  

  Markus Semmler

  committed
  3e69df0

Commits on Aug 28, 2023

• Remove setter method from dataset to fix #338 (comment)

  

  Markus Semmler

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  06769be

• Moved files to *classwise.py file as in #338 (comment)

  

  Markus Semmler

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  d77fbc0

• Optimize stopping criterion as described in #338 (comment).

  

  Markus Semmler

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  078e723

• Fix #338 (comment)

  

  Markus Semmler

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  684217c

• Move files from tests/misc.py file to test_classwise.py

  

  Markus Semmler

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  4237e94

• Fix #338 (comment)

  Show description for cbeb569
  

  kosmitive

  and

  mdbenito

  authored
  cbeb569

• Remove processing details from comment.

  

  Markus Semmler

  committed
  d8e218b

• Make _permutation_montecarlo_classwise_shapley private.

  

  Markus Semmler

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  375c200

• Merged develop.

  

  Markus Semmler

  committed
  594e2a1

Commits on Sep 1, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  Show description for 0bd79d0
  

  Markus Semmler

  committed
  0bd79d0

• Refactor executor pattern.

  

  Markus Semmler

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  9df9a9b

• Remove writeable_array function.

  

  Markus Semmler

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  382552f

• Fix comments.

  

  Markus Semmler

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  5869e6e

• Add short documentation.

  

  Markus Semmler

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  e64c637

• Merge branch 'develop' into 259-implement-class-wise-shapley

  

  Markus Semmler

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  c9a333d

• Refactor stopping criterion and solve type issue.

  

  Markus Semmler

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  33bdf6f

• Fix test case regarding max checks.

  

  Markus Semmler

  committed
  f4c9024

Commits on Sep 2, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  Show description for adef9b4
  mdbenito

  committed
  adef9b4

• Move cs-shap specific function to its file

  mdbenito

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  62c0f09

• Fix docstring

  mdbenito

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  bfce984

• Fix reference

  mdbenito

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  b4f50fc

Commits on Sep 4, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  

  Markus Semmler

  committed
  9444908

• Add seed parameter to class wise shapley.

  

  Markus Semmler

  committed
  587a56b

Commits on Sep 11, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  kosmitive

  authored
  e1f0e5d

Commits on Sep 13, 2023

• Fix styling of comments, improve comments, rename methods and introduce reset method to StoppingCriterion.

  

  Markus Semmler

  committed
  faf16df

• Merge branch 'develop' into 259-implement-class-wise-shapley

  

  Markus Semmler

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  ad31787

• Change pi to sigma.

  

  Markus Semmler

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  2554c9f

• Rename variable from subset_length to subset_size.

  

  Markus Semmler

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  a95dae1

• Adapt documentation.

  

  Markus Semmler

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  9f6ec30

Commits on Sep 23, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  

  Markus Semmler

  committed
  9dfc3fd

• Move imports fix some stuff and add to CHANGELOG.md

  

  Markus Semmler

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  037fa66

Commits on Sep 25, 2023

• Fix that batch_size is overwritten.

  

  Markus Semmler

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  94228d8

• Rework documentation.

  

  Markus Semmler

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  5526031

• Rework documentation.

  

  Markus Semmler

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  6e2b0a4

Commits on Oct 6, 2023

• Finalize documentation.

  

  Markus Semmler

  committed
  cd01657

Commits on Oct 7, 2023

• Merge branch 'develop' into 259-implement-class-wise-shapley

  mdbenito

  authored
  4b4b4e2

• Improvements to CWS docs

  mdbenito

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  67416a3

• Actually allow for other inner metrics in ClasswiseScorer

  mdbenito

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  74ba6b2

Commits on Oct 8, 2023

• [skip ci] More doc changes for CWS

  mdbenito

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  6d21579

• [skip ci] Minor

  mdbenito

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  0963615

• Delete duplicate section on CWS

  mdbenito

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  c1195ec

• [skip ci] More doc tweaks

  mdbenito

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  79e4e5a

• [skip ci] Add CWS paper to README.md

  mdbenito

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  6236caa

• [skip ci] Updated CHANGELOG.md

  mdbenito

  committed
  f2a0bfc

Commits on Oct 10, 2023

• Finalize documentation, update plots.

  

  Markus Semmler

  committed
  94d95db

• Merge branch 'develop' into 259-implement-class-wise-shapley

  kosmitive

  authored
  a27a655

• Reformat stopping.py.

  

  Markus Semmler

  committed
  37efbb8

• Add noise removal to README.md.

  

  Markus Semmler

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  fdc4a06

Commits on Oct 11, 2023

• Refactor some text and add legend to density plot.

  

  Markus Semmler

  committed
  3cee0f8

Commits on Oct 12, 2023

• Remove variance remark.

  

  Markus Semmler

  committed
  72d0105

Commits on Oct 14, 2023

• [skip ci] Bunch of fixes to the doc

  mdbenito

  committed
  5ee24bd

• [skip ci] More fixes

  mdbenito

  committed
  bebfd9c