Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Support cuML / scikit-learn RF classifiers in TreeExplainer #4447

Merged
merged 30 commits into from
Jan 26, 2022
Merged

Support cuML / scikit-learn RF classifiers in TreeExplainer #4447

merged 30 commits into from
Jan 26, 2022

Commits on Dec 4, 2021

  1. Break up path processing logic in TreeSHAP explainer

    @hcho3
    hcho3 committed Dec 4, 2021
    Configuration menu
    Copy the full SHA
    9eb9e99 View commit details
    Browse the repository at this point in the history

  2. Fix style

    @hcho3
    hcho3 committed Dec 4, 2021
    Configuration menu
    Copy the full SHA
    e715724 View commit details
    Browse the repository at this point in the history

Commits on Dec 14, 2021

  1. Support cuML RF classifier in TreeExplainer

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    94db1a1 View commit details
    Browse the repository at this point in the history

  2. Merge remote-tracking branch 'origin/branch-22.02' into classifier_su… 

    …pport
    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    386b36b View commit details
    Browse the repository at this point in the history

  3. Fix style

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    3cde92a View commit details
    Browse the repository at this point in the history

  4. Remove print()

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    7b66105 View commit details
    Browse the repository at this point in the history

  5. Test multiple input types in test_cuml_rf_classifier

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    87ebc93 View commit details
    Browse the repository at this point in the history

  6. Test scikit-learn RF regressors and classifiers

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    21a2bb9 View commit details
    Browse the repository at this point in the history

  7. Make scikit-learn optional

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    ade0448 View commit details
    Browse the repository at this point in the history

  8. Fix style

    @hcho3
    hcho3 committed Dec 14, 2021
    Configuration menu
    Copy the full SHA
    e3667c4 View commit details
    Browse the repository at this point in the history

Commits on Dec 17, 2021

  1. Consolidate path extraction logic

    @hcho3
    hcho3 committed Dec 17, 2021
    Configuration menu
    Copy the full SHA
    87458a6 View commit details
    Browse the repository at this point in the history

  2. Use shap.explainers.Tree

    @hcho3
    hcho3 committed Dec 17, 2021
    Configuration menu
    Copy the full SHA
    d0dcefd View commit details
    Browse the repository at this point in the history

Commits on Dec 18, 2021

  1. Fix style

    @hcho3
    hcho3 committed Dec 18, 2021
    Configuration menu
    Copy the full SHA
    729e98d View commit details
    Browse the repository at this point in the history

Commits on Dec 20, 2021

  1. Use weighted sample count in sklearn models

    @hcho3
    hcho3 committed Dec 20, 2021
    Configuration menu
    Copy the full SHA
    80e45a5 View commit details
    Browse the repository at this point in the history

  2. Add missing skipif mark

    @hcho3
    hcho3 committed Dec 20, 2021
    Configuration menu
    Copy the full SHA
    69d6461 View commit details
    Browse the repository at this point in the history

Commits on Dec 22, 2021

  1. Extract traverse_towards_leaf_node()

    @hcho3
    hcho3 committed Dec 22, 2021
    Configuration menu
    Copy the full SHA
    cc54ae1 View commit details
    Browse the repository at this point in the history

  2. Eliminate the use of reference parameter

    @hcho3
    hcho3 committed Dec 22, 2021
    Configuration menu
    Copy the full SHA
    4da8485 View commit details
    Browse the repository at this point in the history

  3. Fix style

    @hcho3
    hcho3 committed Dec 22, 2021
    Configuration menu
    Copy the full SHA
    b37d638 View commit details
    Browse the repository at this point in the history

Commits on Jan 4, 2022

  1. Fix style

    @hcho3
    hcho3 committed Jan 4, 2022
    Configuration menu
    Copy the full SHA
    8092a1d View commit details
    Browse the repository at this point in the history

  2. Update copyright years

    @hcho3
    hcho3 committed Jan 4, 2022
    Configuration menu
    Copy the full SHA
    5fbc641 View commit details
    Browse the repository at this point in the history

Commits on Jan 13, 2022

  1. Merge remote-tracking branch 'origin/branch-22.02' into classifier_su… 

    …pport
    @hcho3
    hcho3 committed Jan 13, 2022
    Configuration menu
    Copy the full SHA
    743e2eb View commit details
    Browse the repository at this point in the history

  2. Relax test tolerance

    @hcho3
    hcho3 committed Jan 13, 2022
    Configuration menu
    Copy the full SHA
    d2da04e View commit details
    Browse the repository at this point in the history

  3. Temporarily use Treelite 2.2.0 for testing

    @hcho3
    hcho3 committed Jan 13, 2022
    Configuration menu
    Copy the full SHA
    8fc907f View commit details
    Browse the repository at this point in the history

Commits on Jan 14, 2022

  1. Temporarily use Treelite 2.2.0 for testing

    @hcho3
    hcho3 committed Jan 14, 2022
    Configuration menu
    Copy the full SHA
    f15c7a5 View commit details
    Browse the repository at this point in the history

  2. Fix copyright years

    @hcho3
    hcho3 committed Jan 14, 2022
    Configuration menu
    Copy the full SHA
    589d18a View commit details
    Browse the repository at this point in the history

  3. Use gpuci_conda_retry to remove metapackages

    @hcho3
    hcho3 committed Jan 14, 2022
    Configuration menu
    Copy the full SHA
    372b7b9 View commit details
    Browse the repository at this point in the history

Commits on Jan 15, 2022

  1. Merge remote-tracking branch 'origin/branch-22.02' into classifier_su… 

    …pport
    @hcho3
    hcho3 committed Jan 15, 2022
    Configuration menu
    Copy the full SHA
    651a9ae View commit details
    Browse the repository at this point in the history

  2. Use Treelite 2.2.1

    @hcho3
    hcho3 committed Jan 15, 2022
    Configuration menu
    Copy the full SHA
    0a4cc3e View commit details
    Browse the repository at this point in the history

Commits on Jan 25, 2022

  1. Merge remote-tracking branch 'origin/branch-22.02' into classifier_su… 

    …pport
    @hcho3
    hcho3 committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    5dd56c8 View commit details
    Browse the repository at this point in the history

  2. Remove temporary install step in build.sh

    @hcho3
    hcho3 committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    cdb46d3 View commit details
    Browse the repository at this point in the history