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FEA add PredictionErrorDisplay #18020
FEA add PredictionErrorDisplay #18020
Commits on Jul 28, 2020
Commits on Jul 29, 2020
Commits on Jul 30, 2020
Commits on Aug 7, 2021
Commits on Apr 20, 2022
Commits on Apr 21, 2022
Commits on Apr 26, 2022
Commits on Sep 16, 2022
Commits on Sep 21, 2022
Commits on Sep 28, 2022
Commits on Oct 31, 2022
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Update doc/modules/model_evaluation.rst
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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Apply suggestions from code review
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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MAINT Clean deprecation for 1.2: get_feature_names (scikit-learn#24395)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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DOC Ensures that sklearn.tree._export.plot_tree passes numpydoc valid…
…ation (scikit-learn#24559) Co-authored-by: Juan Martin Loyola <jmloyola@outlook.com> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC Ensure that sklearn.utils.is_scalar_nan passes numpydoc validation (
scikit-learn#24562) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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ENH change Ridge tol to 1e-4 (scikit-learn#24465)
* ENH set defaul tol of Ridge to 1e-4 instead of 1e-3 * MNT rename internal least square method in discrimant_analysis * DOC add versionchanged * DOC add whats_new entry * DOC add pr to whatsnew * DOC better versionchanged message
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DOC Ensures that available_if passes numpydoc validation (scikit-lear…
…n#24586) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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API Deprecate the extra keyword arguments of utils.extmath.density (s…
…cikit-learn#24523) Co-authored-by: Meekail Zain <34613774+Micky774@users.noreply.github.com> Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
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DOC Ensures that sklearn.utils.extmath.weighted_mode passes numpydoc …
…validation (scikit-learn#24571) Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
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MAINT Clean deprecation for 1.2: load_boston (scikit-learn#24603)
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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DOC Check sha256 digests of tarballs in tutorial and examples before …
…extraction (scikit-learn#24617) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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API Add
"auto"
value and deprecate default value for `normalized_st……ress` (scikit-learn#23834) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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ENH FEA add interaction constraints to HGBT (scikit-learn#21020)
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
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DOC add a docstring example for the learning_curve function (scikit-l…
…earn#24546) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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ENH Introduces set_output API for pandas output (scikit-learn#23734)
* Introduces set_output API for all transformers * TransformerMixin inherits from _SetOutputMixin * Adds tests * Adds whatsnew * Adds example on using set_output API * Adds developer docs for set_output
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CI Use GITHUB_OUTPUT instead of deprecated set-output (scikit-learn#2…
…4644) * CI Use GITHUB_ENV instead of deprecated set-output * CI [cd build gh] * FIX Echo into github environment [cd build gh] * FIX Use GITHUB_OUTPUT [cd build gh]
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DOC Use :doi: directive for KMeans (scikit-learn#24641)
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC Rework plot_roc.py example (scikit-learn#24200)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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MAINT
PairwiseDistancesReduction
: Update comments and remove unused…… symbols (scikit-learn#24625) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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MAINT Clean deprecation for 1.2: load_boston follow-up (scikit-learn#…
…24653) * remove load_boston references from the docs * iter * update poor_score
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OPTIM use pairwise_distances_argmin in NearestCentroid.predict (sciki…
…t-learn#24645) Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
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MAINT use nanmin to replace nan by finite values in ranking of Search…
…CV (scikit-learn#24543) Co-authored-by: Tim Head <betatim@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
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MAINT
PairwiseDistancesReduction
: Rename some symbols and files (sc……ikit-learn#24623) Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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DOC Ensures that
sklearn.utils.extmath.randomized_svd
passes numpyd……oc validation (scikit-learn#24607) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC Ensures that if_delegate_has_method passes numpydoc validation (s…
…cikit-learn#24633) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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DOC Ensures that sklearn.utils.extmath.fast_logdet passes numpydoc va…
…lidation (scikit-learn#24605) Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
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MNT Do not update docs with deprecated decorator (scikit-learn#24410)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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MAINT Bump min dependencies for 1.2 (scikit-learn#24650)
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
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DOC use KBinsDiscretizer in lieu of KMeans in vector quantization exa…
…mple (scikit-learn#24374) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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DOC Fix typo and adjust wording in
set_output
example (scikit-learn……#24689) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC Improve docstring around set_output (scikit-learn#24672)
* DOC Improve docstring around set_output * DOC Improve docs around set_output * DOC Address comments * DOC Better grammar * DOC Improve wording * DOC Improves docstring in set_config
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ENH Makes OneToOneFeatureMixin and ClassNamePrefixFeaturesOutMixin pu…
…blic (scikit-learn#24688) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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MAINT Fix build when SKLEARN_OPENMP_PARALLELISM_ENABLED=False (scikit…
…-learn#24682) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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CI Add wheel builds for Python 3.11 (scikit-learn#24446)
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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CI Remove remaining windows 32 references (scikit-learn#24657)
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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DOC fix deprecation warning raised by KMeans and Matplotlib (scikit-l…
…earn#24692) Co-authored-by: Tim Head <betatim@gmail.com>
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DOC Improve narrative of plot_roc_crossval example (scikit-learn#24710)
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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FEA add (single) Cholesky Newton solver to GLMs (scikit-learn#24637)
* FEA add NewtonSolver, CholeskyNewtonSolver and QRCholeskyNewtonSolver * ENH better singular hessian special solve * CLN fix some typos found by reviewer * TST assert ConvergenceWarning is raised * MNT add BaseCholeskyNewtonSolver * WIP colinear design in GLMs * FIX _solve_singular * FIX false unpacking in * TST add tests for unpenalized GLMs * TST fix solutions of glm_dataset * ENH add SVDFallbackSolver * CLN remove SVDFallbackSolver * ENH use gradient step for singular hessians * ENH print iteration number in warnings * TST improve test_linalg_warning_with_newton_solver * CLN LinAlgWarning fron scipy.linalg * ENH more robust hessian * ENH increase maxls for lbfgs to make it more robust * ENH add hessian_warning for too many negative hessian values * CLN some warning messages * ENH add lbfgs_step * ENH use lbfgs_step for hessian_warning * TST make them pass * TST tweek rtol for lbfgs * TST add rigoros test for GLMs * TST improve test_warm_start * ENH improve lbfgs options for better convergence * CLN fix test_warm_start * TST fix assert singular values in datasets * CLN address most review comments * ENH enable more vebosity levels for lbfgs * DOC add whatsnew * CLN remove xfail and clean a bit * CLN docstring about minimum norm * More informative repr for the glm_dataset fixture cases * Forgot to run black * CLN remove unnecessary filterwarnings * CLN address review comments * Trigger [all random seeds] on the following tests: test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * CLN add comment for lbfgs ftol=64 * machine precision * CLN XXX code comment * Trigger [all random seeds] on the following tests: test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * CLN link issue and remove code snippet in comment * Trigger [all random seeds] on the following tests: test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * CLN add catch_warnings * Trigger [all random seeds] on the following tests: test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * Trigger [all random seeds] on the following tests: test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * [all random seeds] test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * Trigger with -Werror [all random seeds] test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * ENH increase maxls to 50 * [all random seeds] test_glm_regression test_glm_regression_hstacked_X test_glm_regression_vstacked_X test_glm_regression_unpenalized test_glm_regression_unpenalized_hstacked_X test_glm_regression_unpenalized_vstacked_X test_warm_start * Revert "Trigger with -Werror [all random seeds]" This reverts commit 99f4cf9. * TST add catch_warnings to filterwarnings * TST adapt tests for newton solvers * CLN cleaner gradient step with gradient_times_newton * DOC add whatsnew * ENH always use lbfgs as fallback * TST adapt rtol * TST fix test_linalg_warning_with_newton_solver * CLN address some review comments * Improve tests related to convergence warning on collinear data * overfit -> fit * Typo in comment * Apply suggestions from code review * ENH fallback_lbfgs_solve - Do not use lbfgs steps, fall back complete to lbfgs * ENH adapt rtol * Improve test_linalg_warning_with_newton_solver * Better comments * Fixed Hessian casing and improved warning messages * [all random seeds] test_linalg_warning_with_newton_solver * Ignore ConvergenceWarnings for now if convergence is good * CLN remove counting of warnings * ENH fall back to lbfgs if line search did not converge * DOC better comment on performance bottleneck * Update GLM related examples to use the new solver * CLN address reviewer comments * EXA improve some wordings * CLN do not pop "solver in parameter constraints * CLN fix typos * DOC fix docstring * CLN remove solver newton-qr-cholesky * DOC update PR number in whatsnew * CLN address review comments * CLN remove unnecessary catch_warnings * CLN address some review comments * DOC more precise whatsnew * CLN use init_zero_coef * CLN use and test init_zero_coef * CLN address some review comments * CLN mark NewtonSolver as private by leading underscore * CLN exact comments for inner_solve * TST add test_newton_solver_verbosity * TST extend test_newton_solver_verbosity * TST logic in test_glm_regression_unpenalized * TST use count_nonzero * CLN remove super rare line search checks * MNT move Newton solver to new file _newton_solver.py Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
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MAINT force NumPy version for building scikit-learn for CPython 3.10 …
…in Windows (scikit-learn#24742) Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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API add named_transformers attribute to FeatureUnion (scikit-learn#20331
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FIX check_estimator fails when validating SGDClassifier with log_loss (…
…scikit-learn#24071) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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FIX Fixes common test for requires_positive_X (scikit-learn#24667)
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC add more info about the drop of support for 32-bit Python on Wind…
…ows (scikit-learn#24761) Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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DOC convert confusion matrix to y_true/y_pred for classification_repo…
…rt example (scikit-learn#24711) Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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ENH Add dtype preservation for Isomap (scikit-learn#24714)
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
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ENH Add gamma='scale' option to RBFSampler (scikit-learn#24755)
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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DOC FIX Consistent formulae for metrics in the user guide (scikit-lea…
…rn#24673) Co-authored-by: Mike Altonji <mikealtonji@gmail.com> Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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FIX bagging with SGD and early stopping throws ZeroDivisionError (sci…
…kit-learn#23275) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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ENH Allow path-like objects in load_svmlight_file. (scikit-learn#19075)
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
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Commits on Nov 23, 2022
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Apply suggestions from code review
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Commits on Nov 24, 2022
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Apply suggestions from code review
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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Apply suggestions from code review
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
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