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Explainer api for local classifiers#102

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ashishpatel16 wants to merge 37 commits intoscikit-learn-contrib:mainscikit-learn-contrib/hiclass:mainfrom ashishpatel16:explainer_apiashishpatel16/hiclass:explainer_apiCopy head branch name to clipboard

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Commits

Commits on Jan 9, 2024

• added initial implementation of explainer api for lcppn

  

  Ashish Patel

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Commits on Jan 10, 2024

• fixed lints

  

  Ashish Patel

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Commits on Jan 14, 2024

• fixed lints

  

  Ashish Patel

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• added an _explain_lcppn implementation and some tests provided

  iwan-tee

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• modified docstrings

  

  Ashish Patel

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• explainer for lcpn implemented + tests added and some cases fixed

  iwan-tee

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• Merge branch 'explainer_api_lcpn' into explainer_api

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Commits on Jan 15, 2024

• tests added + some bugs fixed

  iwan-tee

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• base

  iwan-tee

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Commits on Jan 18, 2024

• basic implementation

  iwan-tee

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Commits on Jan 23, 2024

• LCPL explanator implementation + test

  iwan-tee

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Commits on Jan 26, 2024

• added tests for hierarchy without roots

  

  Ashish Patel

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• check on root node added

  iwan-tee

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• minor updates

  

  Ashish Patel

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• codestyling

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• codestyling

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• Merge branch 'explainer_master' into explainer_api_lcpl

  ashishpatel16

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• Update Explainer.py

  ashishpatel16

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• Merge pull request #1 from ashishpatel16/explainer_api_lcpl

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  ashishpatel16

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• Merge pull request #2 from ashishpatel16/explainer_api_lcpn

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Commits on Jan 29, 2024

• added support for xarray for lcppn

  

  Ashish Patel

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• Merge branch 'explainer_master' into explainer_api

  ashishpatel16

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• Update Explainer.py

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• Update Explainer.py

  ashishpatel16

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Commits on Jan 30, 2024

• fixed errors with classifier with single class

  

  Ashish Patel

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Commits on Feb 1, 2024

• updated test cases and removed cached explainers

  

  Ashish Patel

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• removed cached explainers

  

  Ashish Patel

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• modified predict proba to return dict

  

  Ashish Patel

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Commits on Feb 2, 2024

• Merge branch 'main' into explainer_api

  ashishpatel16

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Commits on Feb 3, 2024

• updated get_predict_proba to return only traversed prediction probabilities

  

  Ashish Patel

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• updated fork

  

  Ashish Patel

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• separate test file for explainer

  

  Ashish Patel

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Commits on Feb 5, 2024

• Update Explainer.py

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  ashishpatel16

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Commits on Feb 6, 2024

• _get_traversed_nodes edited

  iwan-tee

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Commits on Feb 12, 2024

• fixed lints

  

  Ashish Patel

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• fixed conflicts

  

  Ashish Patel

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• refactored and cleaned up code

  

  Ashish Patel

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