Mailman 3 July 2024 - Scikit-learn-commits

[scikit-learn/scikit-learn] 83985e: DOC Sort estimator tags in alphabetical order (#16...
by Sebastian Kießling 27 Sep '24

27 Sep '24

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 83985e9fe82d22ae984a09282d82a6a8dbcbaa9a https://github.com/scikit-learn/scikit-learn/commit/83985e9fe82d22ae984a092… Author: Sebastian Kießling <sebkies(a)gmail.com> Date: 2020-01-31 (Fri, 31 Jan 2020) Changed paths: M doc/developers/develop.rst Log Message: ----------- DOC Sort estimator tags in alphabetical order (#16334)

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icmmeteo
by rebelssasha＠gmail.com 27 Sep '24

27 Sep '24

Living in Warsaw, where the weather can change on a dime, I rely on the https://icmmeteo.pl/1947/warszawa to plan my day before I leave my apartment. Checking the widget has become as routine as my morning coffee. It's never let me down, helping me decide whether to grab an umbrella or sunglasses on my way out.

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[scikit-learn/scikit-learn] c664df: DOC ensure all attributes are documented for RBFSa...
by judithabk6 27 Sep '24

27 Sep '24

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: c664df47cc273ebc143a877825479a4f95f83db2 https://github.com/scikit-learn/scikit-learn/commit/c664df47cc273ebc143a877… Author: judithabk6 <judithabk6(a)users.noreply.github.com> Date: 2020-01-31 (Fri, 31 Jan 2020) Changed paths: M sklearn/kernel_approximation.py Log Message: ----------- DOC ensure all attributes are documented for RBFSampler (#16276)

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[scikit-learn/scikit-learn] 4b6273: ENH Native support for missing values in GBDTs (#1...
by Nicolas Hug 27 Sep '24

27 Sep '24

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 4b6273b87442a4437d8b3873ea3022ae163f4fdf https://github.com/scikit-learn/scikit-learn/commit/4b6273b87442a4437d8b387… Author: Nicolas Hug <contact(a)nicolas-hug.com> Date: 2019-08-21 (Wed, 21 Aug 2019) Changed paths: M benchmarks/bench_hist_gradient_boosting.py M doc/modules/ensemble.rst M doc/whats_new/v0.22.rst M sklearn/ensemble/_hist_gradient_boosting/_binning.pyx M sklearn/ensemble/_hist_gradient_boosting/_gradient_boosting.pyx M sklearn/ensemble/_hist_gradient_boosting/_loss.pyx M sklearn/ensemble/_hist_gradient_boosting/_predictor.pyx M sklearn/ensemble/_hist_gradient_boosting/binning.py A sklearn/ensemble/_hist_gradient_boosting/common.pxd A sklearn/ensemble/_hist_gradient_boosting/common.pyx M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py M sklearn/ensemble/_hist_gradient_boosting/grower.py M sklearn/ensemble/_hist_gradient_boosting/histogram.pyx M sklearn/ensemble/_hist_gradient_boosting/loss.py M sklearn/ensemble/_hist_gradient_boosting/predictor.py M sklearn/ensemble/_hist_gradient_boosting/splitting.pyx M sklearn/ensemble/_hist_gradient_boosting/tests/test_binning.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_loss.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_predictor.py M sklearn/ensemble/_hist_gradient_boosting/tests/test_splitting.py R sklearn/ensemble/_hist_gradient_boosting/types.pxd R sklearn/ensemble/_hist_gradient_boosting/types.pyx M sklearn/ensemble/_hist_gradient_boosting/utils.pyx M sklearn/ensemble/setup.py Log Message: ----------- ENH Native support for missing values in GBDTs (#13911) * Added NaN support in mapper * pep * WIP * some more * WIP * WIP * bug fix * basic tests * some doc * avoid some interactions * Added tag * better test * decent test + fix bug * add missing_fraction param to benchmark * bin training and validation data separately * shorter test * Map missing values to first bin instead of last * pep8 * Added whats new entry * avoid some python interactions * make predict_binned work * fixed bug due to offset in bin_thresholds_ attribute * more sensible binning strat * typo * user name * Add small test * convert to fortran array in tests * some doc * Added function test * pep8 * Bin validation data using binmaper of training data * Allocate first bin for missing entries based on the whole data, not just training data. * Addressed Thomas' comments * Update sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py * Addressed Guillaume's comments * always allocate first bin for missing values * reduce diff * minor more consistent test * typo * WIP * some doc * reduce diff * pep8 * minor * remove prints * towards nan only splits * don't check right to left on split_on_nan * cleaups * format and comment * Fixed bug + added more tests * refactor tests * put back n_threads to max value * minor changes * minor cleaning * Add (failing) test that checks equivalence with min max imputation * Decrease the likelihood of ties when training the trees * More robust test * Fix pytest parametrization * Check bin thresholds in test * Try to make the test even easier to see if the Linux 32bit build would pass in this case * Don't check last non-missing bin if there's no nan * Improve min-max imputation test * FIX: _find_best_bin_to_split_right_to_left is still required even when left to right wants to split on nans * comments * remove split_on_nan * ooops deleted useless files * Got rid of individual checks in predictor code +inf thresholds are only allowed in a split on nan situation. Thresholds that are computed as +inf are capped to a very high constant value * can also remove special case in binning code * minor typos + more consistent test * renamed types -> common * 1e300 -> almost inf * added user guide section on missing values * Addressed Olivier's comment + updated whatsnew * addressed comments * Fix doctest formatting * Fix nan predictive doctest

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by Evelynn 17 Sep '24

17 Sep '24

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17 Sep '24

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17 Sep '24

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Octo
by Sanja Ovrilena 17 Sep '24

17 Sep '24

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[scikit-learn/scikit-learn] 932c60: MNT update imputer example to remove FutureWarning...
by Guillaume Lemaitre 04 Sep '24

04 Sep '24

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 932c60648d49dcda3784047d6df595421e8c32c8 https://github.com/scikit-learn/scikit-learn/commit/932c60648d49dcda3784047… Author: Guillaume Lemaitre <g.lemaitre58(a)gmail.com> Date: 2020-01-30 (Thu, 30 Jan 2020) Changed paths: M examples/impute/plot_iterative_imputer_variants_comparison.py Log Message: ----------- MNT update imputer example to remove FutureWarning (#16302)

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Ricky Casino
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26 Aug '24

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