9 Pull requests merged by 6 people

• DOC clarify that n_jobs argument uses threading in pairwise_distances and pairwise_kernels

  #29693 merged Aug 23, 2024

• DOC Add note on overlapping test sets in GroupShuffleSplit

  #29676 merged Aug 23, 2024

• MAINT fix bot for lock files update on comment

  #29701 merged Aug 22, 2024

• DOC add link to plot_ransac example in _ransac

  #29636 merged Aug 21, 2024

• DOC Adding CITATION.cff

  #29581 merged Aug 20, 2024

• 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖

  #29689 merged Aug 19, 2024

• 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖

  #29687 merged Aug 19, 2024

• 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖

  #29688 merged Aug 19, 2024

• 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖

  #29690 merged Aug 19, 2024

13 Pull requests opened by 8 people

• DOC Fix Definitions of False Positive and False Negative in Fowlkes-Mallows scores

  #29685 opened Aug 17, 2024

• GOV reminder email for emeritus

  #29691 opened Aug 19, 2024

• BLD Add missing OpenMP dependencies in relevant meson.build

  #29694 opened Aug 20, 2024

• API move BaseEstimator._validate_data to utils.validation.validate_data

  #29696 opened Aug 21, 2024

• TST allow categorisation of tests into API and legacy

  #29699 opened Aug 21, 2024

• DOC update sphinx-gallery 0.17.1 and remove our workaround

  #29700 opened Aug 22, 2024

• TST refactor instance generation and parameter setting

  #29702 opened Aug 22, 2024

• Add Relieff for feature selection

  #29704 opened Aug 22, 2024

• FEA add FrozenEstimator

  #29705 opened Aug 23, 2024

• [WIP] TST Enhance API checks and docs

  #29706 opened Aug 23, 2024

• [WIP] TST remove _required_parameters and improve instance generation

  #29707 opened Aug 23, 2024

• FIX #13117: implement fit methods in subclasses of LinearModelCV

  #29708 opened Aug 23, 2024

• Updating `root_mean_squared_log_error` & `mean_squared_log_error`

  #29709 opened Aug 23, 2024

19 Issues closed by 3 people

• Truly parallel execution of pairwise_kernels and pairwise_distances

  #29587 closed Aug 23, 2024

• Polymorphic clone

  #5080 closed Aug 22, 2024

• BUG: BaggingClassifier.fit(X,y,sample_weight) raises Exception when Pipeline's steps do not expect sample_weight

  #8559 closed Aug 22, 2024

• Common test to check that __init__ doesn't mess with parameters

  #11117 closed Aug 22, 2024

• Attach and use sample properties in pipeline with custom transformers

  #16161 closed Aug 22, 2024

• Getter/Setter for fit parameters

  #16990 closed Aug 22, 2024

• Allow **fit_params on RFECV

  #17954 closed Aug 22, 2024

• RFC Private attributes copied in `clone`

  #20585 closed Aug 22, 2024

• Add `fit_params` to `IterativeImputer`'s `fit` method

  #20954 closed Aug 22, 2024

• Allow for passing additional parameters to the estimator's `fit` method in `SequentialFeatureSelector`

  #25236 closed Aug 22, 2024

• Enable mixed ensembles with estimators that do & don't accept the sample_weight fit_param

  #20167 closed Aug 22, 2024

• OneVsRestClassifier's fit method does not accept kwargs

  #10882 closed Aug 22, 2024

• MultiOutputRegressor: Support for more fit parameters

  #15953 closed Aug 22, 2024

• `fit_params` in conjunction with `FeatureUnion`

  #7136 closed Aug 22, 2024

• ClassifierChain does not support GroupKFold

  #11429 closed Aug 22, 2024

• ⚠️ CI failed on Wheel builder (last failure: Aug 21, 2024) ⚠️

  #29695 closed Aug 22, 2024

• Add Diebold Mariano test for distinguishing forecasts

  #29692 closed Aug 20, 2024

• Discussion: citation file

  #29332 closed Aug 20, 2024

• ⚠️ CI failed on Wheel builder (last failure: Aug 17, 2024) ⚠️

  #29684 closed Aug 18, 2024

3 Issues opened by 3 people

• Split common tests into groups

  #29703 opened Aug 22, 2024

• Problem using RandomizedSearchCV

  #29698 opened Aug 21, 2024

• GaussianProcessRegressor: wrong std and cov results when n_features>1 and no y normalization

  #29697 opened Aug 21, 2024

46 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• API Revamp estimator tags

  #29677 commented on Aug 23, 2024 • 15 new comments

• Add array API support for Nystroem approximation

  #29661 commented on Aug 19, 2024 • 5 new comments

• FIX sparse arrays not included in array API dispatch

  #29476 commented on Aug 23, 2024 • 3 new comments

• ENH Use scipy.special.inv_boxcox in PowerTransformer

  #27875 commented on Aug 22, 2024 • 2 new comments

• Fix elasticnect cv sample weight

  #29442 commented on Aug 21, 2024 • 2 new comments

• ENH Uses __sklearn_tags__ for tags instead of mro walking

  #22606 commented on Aug 17, 2024 • 1 new comment

• Added Document refernce to spectral coclustering

  #29606 commented on Aug 17, 2024 • 1 new comment

• ENH Array API for `contingency_matrix`

  #29251 commented on Aug 20, 2024 • 1 new comment

• Add optional return of STD for kNeighboursRegressor

  #29626 commented on Aug 17, 2024 • 0 new comments

• ENH Implement monotonicity constraints for `GradientBoosting*`

  #27516 commented on Aug 22, 2024 • 0 new comments

• ENH Add Array API compatibility to `Binarizer`

  #27588 commented on Aug 20, 2024 • 0 new comments

• ENH: Add Dask Array API support

  #28588 commented on Aug 21, 2024 • 0 new comments

• ENH allow up to 65536 bins in HGBT

  #28603 commented on Aug 20, 2024 • 0 new comments

• Add test to check if docstring items are equal

  #28678 commented on Aug 22, 2024 • 0 new comments

• add sample weight to default scoring _log_reg_scoring_path

  #29419 commented on Aug 21, 2024 • 0 new comments

• FEA Categorical split support for `DecisionTree*`, `ExtraTree*`, `RandomForest*` and ``ExtraTrees*`

  #29437 commented on Aug 21, 2024 • 0 new comments

• ENH Array Api support for linear, polynomial and sigmoid kernels

  #29475 commented on Aug 19, 2024 • 0 new comments

• FEAT Support precomputed distance matrix for `PairwiseDistancesReductions`

  #29483 commented on Aug 22, 2024 • 0 new comments

• MNT Fix E721 linting issues to do type comparisons with is

  #29501 commented on Aug 23, 2024 • 0 new comments

• DEBUG TESTS: check if test re-ordering causes failures on CI

  #29584 commented on Aug 21, 2024 • 0 new comments

• Automatically validate data for `multioutput_only` tag.

  #29664 commented on Aug 22, 2024 • 0 new comments

• API expose __validate_data__ as public developer API

  #29672 commented on Aug 17, 2024 • 0 new comments

• Add ValueError in case of numerical issues during PoissonRegressor lbfgs solver fit

  #29681 commented on Aug 22, 2024 • 0 new comments

• GroupShuffleSplit: Optionally partition by group size not just group

  #29683 commented on Aug 17, 2024 • 0 new comments

• [RFC] mRMR feature selection

  #8889 commented on Aug 17, 2024 • 0 new comments

• incorrect PLS rank bounds

  #29662 commented on Aug 20, 2024 • 0 new comments

• Build in an option to change the "positive" class in sklearn.metrics.precision_recall_curve and sklearn.metrics.roc_curve

  #26758 commented on Aug 21, 2024 • 0 new comments

• Add option to inspection.permutation_importance to only compute importance for a subset of features

  #18694 commented on Aug 21, 2024 • 0 new comments

• CV integration for OOB-scoring

  #23382 commented on Aug 21, 2024 • 0 new comments

• check_estimator assumes too much about 3rd-party estimators

  #16311 commented on Aug 21, 2024 • 0 new comments

• Integration testing for downstream dependencies

  #15992 commented on Aug 21, 2024 • 0 new comments

• root_mean_squared_log_error & mean_squared_log_error: ValueError should be raised only if y_true or y_pred contain a value below -1, not below 0

  #29678 commented on Aug 21, 2024 • 0 new comments

• TSNE performance regression in 1.5

  #29665 commented on Aug 22, 2024 • 0 new comments

• AttributeError: 'MLPRegressor' object has no attribute '_best_coefs'

  #24713 commented on Aug 22, 2024 • 0 new comments

• SLEP006 - Metadata Routing task list

  #22893 commented on Aug 22, 2024 • 0 new comments

• Improve the metrics API

  #22427 commented on Aug 22, 2024 • 0 new comments

• [RFC] Tree module improvements

  #5212 commented on Aug 22, 2024 • 0 new comments

• ⚠️ CI failed on Ubuntu_Jammy_Jellyfish.pymin_conda_forge_openblas_ubuntu_2204 (last failure: Aug 23, 2024) ⚠️

  #29674 commented on Aug 23, 2024 • 0 new comments

• ⚠️ CI failed on Linux_free_threaded.pylatest_pip_free_threaded (last failure: Aug 23, 2024) ⚠️

  #29599 commented on Aug 23, 2024 • 0 new comments

• ⚠️ CI failed on Linux_Nightly.pylatest_pip_scipy_dev (last failure: Aug 23, 2024) ⚠️

  #29675 commented on Aug 23, 2024 • 0 new comments

• API Freezing estimators

  #8370 commented on Aug 23, 2024 • 0 new comments

• mirrors-prettier pre-commit has been archived so maybe should be replaced

  #29621 commented on Aug 23, 2024 • 0 new comments

• ReliefF and RReliefF feature selectors

  #29605 commented on Aug 23, 2024 • 0 new comments

• [MRG] Add class_weight parameter to CalibratedClassifierCV

  #17541 commented on Aug 17, 2024 • 0 new comments

• FEA Implementation of "threshold-dependent metric per threshold value" curve

  #25639 commented on Aug 23, 2024 • 0 new comments

• ENH Add per feature max_categories for OrdinalEncoder

  #26284 commented on Aug 22, 2024 • 0 new comments