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[#860] Adding Spurious Correlation feature #1140

Merged
merged 10 commits into from
Jun 27, 2024
Merged

[#860] Adding Spurious Correlation feature #1140

merged 10 commits into from
Jun 27, 2024

Commits on Jun 24, 2024

  1. Spurious Correlation Class added in datalab/internal

    @allincowell
    allincowell committed Jun 24, 2024
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  2. Added private method which uses an instance of SpuriousCorrelations 

    Co-authored-by: Pratham Savaliya <no-reply>
    @allincowell
    allincowell committed Jun 24, 2024
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  3. Removed class_imbalance score and get_issues() call from _spurious_co… 

    …rrelation() method
    @allincowell
    allincowell committed Jun 24, 2024
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  4. Added checks that all vision issues are included using DEFAULT_CLEANV… 

    …ISION_ISSUES and removed optional parameter in method and docstring
    @allincowell
    allincowell committed Jun 24, 2024
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  5. Refactoring code to check cleanvision issues in dataframe returned by… 

    … get_method()
    @allincowell
    allincowell committed Jun 24, 2024
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  6. Adding tests to check if spurious correlations are detected by reduce… 

    …d vision scores in transformed datasets
    @allincowell
    allincowell committed Jun 24, 2024
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  7. generalize test case for testing small correlation scores

    @elisno @allincowell
    elisno authored and allincowell committed Jun 24, 2024
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  8. parametrized test cases for testing lower filter scores against standard

    @allincowell
    allincowell committed Jun 24, 2024
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  9. adding spurious correlation workflow.ipynb tutorial

    @allincowell
    allincowell committed Jun 24, 2024
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Commits on Jun 25, 2024

  1. Merge branch 'master' into spurious_correlation

    @allincowell
    allincowell committed Jun 25, 2024
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