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ENH Extend PDP for nominal categorical features #18298

Merged
merged 132 commits into from Nov 25, 2022
Merged

ENH Extend PDP for nominal categorical features #18298

merged 132 commits into from Nov 25, 2022

Commits on Aug 30, 2020

  1. Extend PDP for categorical features

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  2. PDP method specification only allows for lists

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  3. Fix unit tests by adding missing parameter

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  4. Improve docs

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  5. Wrap a long line

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Commits on Sep 4, 2020

  1. Revert 9f066db

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  2. Update docs as suggested and use features_indices which is resolved

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  3. Unit test for categorical support in partial_dependence

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  4. Remove extra line at the end of the file

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    madhuracj committed Sep 4, 2020
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  5. Fix typo

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    madhuracj committed Sep 4, 2020
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  6. Tests for plot_partial_dependence()

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  7. Remove redundant check

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Commits on Feb 1, 2021

  1. Merge remote-tracking branch 'upstream/main' into categorical_pdp

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Commits on Feb 2, 2021

  1. Fix linting

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Commits on Feb 3, 2021

  1. Update version introduced

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Commits on Feb 6, 2021

  1. Add an example for PDP on categorical features

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Commits on Feb 8, 2021

  1. PDP for two-way categorical features

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  2. Wrap long lines

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Commits on Feb 9, 2021

  1. Revert unnecessary removal in 7c1fe2e

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  2. Add documentation for bars_ and heatmaps_

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Commits on Feb 10, 2021

  1. Rotate tick labels on x asix for clarity

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Commits on Feb 13, 2021

  1. Extract code to plot a heatmap a new util module

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  2. Use new plot module to plot heatmaps

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  3. Fix caller name

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    madhuracj committed Feb 13, 2021
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  4. Fix linting

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    madhuracj committed Feb 13, 2021
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  5. Remove redundant import

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Commits on Jun 3, 2021

  1. Merge branch 'main' into categorical_pdp

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Commits on Jun 10, 2021

  1. Merge branch 'master' into categorical_pdp

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  2. Merge branch 'master' into categorical_pdp

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  3. Remove unused imports

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Commits on Jun 24, 2021

  1. Merge commit '0e7761cdc4f244adb4803f1a97f0a9fe4b365a99' into categori… 

    …cal_pdp
    @madhuracj
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  2. MAINT Adds target_version to black config (scikit-learn#20293)

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  3. apply black

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  4. Merge remote-tracking branch 'upstream/main' into categorical_pdp

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Commits on Jun 30, 2021

  1. DOC add whats new entry

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  2. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  3. black

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  4. FIX use categorical_features instead of is_categorical

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Commits on Jul 5, 2021

  1. style

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Commits on Jul 6, 2021

  1. iter

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  2. iter

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  3. iter

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Commits on Jul 8, 2021

  1. iter

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  2. iter

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Commits on Jul 9, 2021

  1. iter

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  2. iter

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  3. iter

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  4. iter

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  5. iter

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Commits on Jul 20, 2021

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  2. iter

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  3. TST add test for plot_heatmap

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Commits on Jul 29, 2021

  1. simplify API

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  2. TST add a test to check the fetching of indexing

    @glemaitre
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  3. TST check the error message for small grid_resolution

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  4. iter

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  5. use fixture

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Commits on Sep 20, 2021

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  2. update docstring

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Commits on Apr 22, 2022

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  2. pass test

    @glemaitre
    glemaitre committed Apr 22, 2022
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  3. fixes

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  4. doc

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  5. fix tests

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  6. add test

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  7. fix doc test

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  8. TST add heatmap extra test

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  9. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  10. DOC

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  11. revert name for consistency

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  12. remove duplicate

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  13. less diff

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  14. iter

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  15. TST check legend in heterogeneous case

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Commits on Apr 26, 2022

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

    @glemaitre
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  2. Fix figures. Improve docs

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Commits on May 18, 2022

  1. Update versionadded to 1.2

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  2. Merge branch 'main' into categorical_pdp

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  3. ChangeLog entry should go in v1.2

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Commits on Jul 27, 2022

  1. Merge branch 'main' into categorical_pdp

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  2. Merge branch 'main' into categorical_pdp

    @adrinjalali
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Commits on Aug 2, 2022

  1. Apply suggestions from code review 

    Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
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  2. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  3. review adrin comments

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  4. iter

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  5. avoid future warning in the doc

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  6. remove rst warning

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  7. Update v1.2.rst

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Commits on Sep 13, 2022

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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Commits on Oct 12, 2022

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  2. DOC use is_categorical in example

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  3. MAINT remove refactoring plot_heatmap

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  4. MAINT remove the refactoring for heatmap

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  5. DOC reintroduce interactions constraints in example

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Commits on Oct 19, 2022

  1. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

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  2. Apply suggestions from code review 

    Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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  3. Merge branch 'categorical_pdp' of github.com:madhuracj/scikit-learn i… 

    …nto pr/madhuracj/18298
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  4. apply suggestion thomas

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Commits on Oct 27, 2022

  1. Merge branch 'main' into categorical_pdp

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Commits on Oct 31, 2022

  1. Merge branch 'main' into categorical_pdp

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Commits on Nov 10, 2022

  1. Merge branch 'main' into categorical_pdp

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Commits on Nov 18, 2022

  1. Apply suggestions from code review 

    Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
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  2. API use feature_names and categorical_features

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  3. simplify

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  4. simplify

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  5. iter

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  6. DOC fix docstring

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  7. iter

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  8. TST add test for utils

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  9. TST add test for utils

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Commits on Nov 21, 2022

  1. Apply suggestions from code review 

    Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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Commits on Nov 23, 2022

  1. Update sklearn/inspection/_pd_utils.py 

    Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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  2. review pd_utils and tests

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  3. additional reviews by Olivier

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  4. blackify

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  5. TST fix tests

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  6. EXA figure rendering

    @glemaitre
    glemaitre committed Nov 23, 2022
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  7. Merge remote-tracking branch 'origin/main' into pr/madhuracj/18298

    @glemaitre
    glemaitre committed Nov 23, 2022
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  8. Update plot_partial_dependence.py

    @glemaitre
    glemaitre committed Nov 23, 2022
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  9. iter

    @glemaitre
    glemaitre committed Nov 23, 2022
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Commits on Nov 24, 2022

  1. DOC it works locally

    @glemaitre
    glemaitre committed Nov 24, 2022
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  2. DOC tweak

    @glemaitre
    glemaitre committed Nov 24, 2022
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  3. better tweak

    @glemaitre
    glemaitre committed Nov 24, 2022
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  4. Merge branch 'main' into categorical_pdp

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    glemaitre committed Nov 24, 2022
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Commits on Nov 25, 2022

  1. Merge remote-tracking branch 'upstream/main' into pr/madhuracj/18298

    @jeremiedbb
    jeremiedbb committed Nov 25, 2022
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  2. fix what's new

    @jeremiedbb
    jeremiedbb committed Nov 25, 2022
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  3. filter the iloc warning

    @jeremiedbb
    jeremiedbb committed Nov 25, 2022
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  4. Pass categorical_features to HGBDT + avoid calling plt.subplots_adjust

    @ogrisel
    ogrisel committed Nov 25, 2022
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  5. Fix pdp_lim

    @ogrisel
    ogrisel committed Nov 25, 2022
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  6. Fix test_partial_dependence_plot_limits_two_way

    @ogrisel
    ogrisel committed Nov 25, 2022
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  7. Fix test_partial_dependence_plot_limits_one_way

    @ogrisel
    ogrisel committed Nov 25, 2022
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  8. Merge branch 'main' into categorical_pdp

    @jeremiedbb
    jeremiedbb committed Nov 25, 2022
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