Code

Add bias detection to preprocessing#690

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Lilly-May merged 35 commits intomaintheislab/ehrapy:mainfrom feature/bias_detectiontheislab/ehrapy:feature/bias_detectionCopy head branch name to clipboardMay 4, 2024

+385-10

Commits

Commits on Apr 11, 2024

• Added correlation calculation

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• Standard. Mean Differences

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Commits on Apr 12, 2024

• Added feature importances

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Commits on Apr 13, 2024

• Doc string improvements

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• Added correlations parameter

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Commits on Apr 14, 2024

• Merge branch 'main' into feature/bias_detection

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Commits on Apr 15, 2024

• PR Revisions

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• Added categorical value count calculation

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Commits on Apr 16, 2024

• Added first test

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• docs clarifications

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• Test improvements

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Commits on Apr 25, 2024

• Merge branch 'main' into feature/bias_detection

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• Incorporate feature type detection

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• Finished tests

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• SMD improvements

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• Merge branch 'main' into feature/bias_detection

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• Merge branch 'main' into feature/bias_detection

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Commits on May 1, 2024

• Test fixes

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• Merge remote-tracking branch 'origin/feature/bias_detection' into feature/bias_detection

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• Merge branch 'main' into feature/bias_detection

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• [pre-commit.ci] auto fixes from pre-commit.com hooks

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• Save SMD in uns subdict

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  f1f4b4d

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• Fix tests and silence test warnings

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• Introduced copy parameter

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• Added encoding check

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• Fixed sensitive_features dtype

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• Feature importances return docstring

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Commits on May 2, 2024

• Improved docs explanations

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• Sort feature importances results

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• Apply suggestions from code review

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• Review comments

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Commits on May 3, 2024

• doc formating

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Commits on May 4, 2024

• Apply suggestions from code review

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• [pre-commit.ci] auto fixes from pre-commit.com hooks

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• Fixed error raising

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