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Commits on Sep 17, 2022
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MAINT Update CI dependencies (#24453)
* MAINT Update CI dependencies * Trigger [pypy] [scipy-dev] [nogil] [icc-build]
Commits on Sep 16, 2022
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DOC Fix
monotonic_cst
description in HGBT docstrings (#24396)Co-authored-by: "Samuel O. Ronsin" <[email protected]> Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Christian Lorentzen <[email protected]>
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API Rename OneHotEncoder option sparse to sparse_output (#24412)
Co-authored-by: Christian Lorentzen <[email protected]> Co-authored-by: Jérémie du Boisberranger <[email protected]>
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EHN Add multilabel classification support for
StackingClassifier
(#……24146) * Add stacking multilabel functionality * Add underscore to a class attr * Remove model from base estimator in test_stacking * Remove scale in train/test split in test_stacking_classifier_multilabel * Add stack_method as a test parameter, change RandomForestClassifier to KNeighborsClassifier in test * Update Changelog * fix doc typos * predict_proba output will be concatenate this list in an array of shape n_samples, n_outputs * n_classes - 1. Update test. * Update sklearn/ensemble/_stacking.py Co-authored-by: Guillaume Lemaitre <[email protected]> * Update doc/whats_new/v1.0.rst Co-authored-by: Guillaume Lemaitre <[email protected]> * update whats_new * add passthrough test * update whats_new with current PR * Apply suggestions from code review Co-authored-by: Julien Jerphanion <[email protected]> * update tests * Apply suggestion to update comments on `concatenate` Co-authored-by: Julien Jerphanion <[email protected]> * parametrized the two tests into one * parametrized the two tests into one * strip the mysterious trailing _r * fix multilabel list scenario * add Guillaume's recommendations * add test for * some fix * split tests * fix flake8 * add suggestions * Trigger CI * remove multiclass-multioutput from comments and docstrings Co-authored-by: Nicolas <[email protected]> Co-authored-by: Nestor Navarro <[email protected]> Co-authored-by: Nestor Navarro <[email protected]> Co-authored-by: Guillaume Lemaitre <[email protected]> Co-authored-by: Julien Jerphanion <[email protected]>
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FEA Adds class_weight to HistGradientBoostingClassifier (#22014)
Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: jeremie du boisberranger <[email protected]>
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DOC Ensures that sparsefuncs.count_nonzero passes numpydoc validation (…
…#24447) Co-authored-by: Jérémie du Boisberranger <[email protected]>
Commits on Sep 15, 2022
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ENH Remove validation from
__init__
forSGDOneClassSVM
(#24433)Co-authored-by: iofall <[email protected]> Co-authored-by: arisayosh <[email protected]>
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DOC Rework plot_grid_search_text_feature_extraction.py example (#23740)
Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Julien Jerphanion <[email protected]> Co-authored-by: Guillaume Lemaitre <[email protected]>
Commits on Sep 14, 2022
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FEA Add support for micro averaging in ovr-roc-auc (#24338)
Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Julien Jerphanion <[email protected]>
Commits on Sep 13, 2022
Commits on Sep 12, 2022
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DOC improve and correct typo in docstring (#24417)
Co-authored-by: Guillaume Lemaitre <[email protected]>
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Commits on Sep 10, 2022
Commits on Sep 9, 2022
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ENH Preserves dtype in
RBFSampler
(#24317)Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> Co-authored-by: Guillaume Lemaitre <[email protected]>