6 Pull requests merged by 4 people

• DOC Rework voting classifier example

  #30985 merged May 1, 2025

• ENH check_classification_targets raises a warning when unique classes > 50% of n_samples

  #26335 merged Apr 30, 2025

• MNT Apply ruff/flake8-executable rules (EXE)

  #31063 merged Apr 30, 2025

• ENH add X_val and y_val to HGBT.fit

  #27124 merged Apr 30, 2025

• DOC Fix typos found by codespell

  #31277 merged Apr 30, 2025

• MNT Avoid pre-commit failures

  #31276 merged Apr 30, 2025

9 Pull requests opened by 7 people

• Unbiased MDI-like feature importance measure for random forests

  #31279 opened Apr 30, 2025

• DOC: Add link to plot_nnls example

  #31280 opened Apr 30, 2025

• DOC Fix return type for `d2_tweedie_score`

  #31285 opened May 1, 2025

• COSMIT Use `get_namespace_and_device` in `multilabel_confusion_matrix`

  #31287 opened May 1, 2025

• FIX ConvergenceWarning in plot_gpr_on_structured_data (#31164)

  #31289 opened May 1, 2025

• Bump pypa/cibuildwheel from 2.23.2 to 2.23.3 in the actions group

  #31291 opened May 1, 2025

• Fix internal kwargs leakage in scorers (metrics._scorer)

  #31293 opened May 1, 2025

• DOC Remove reference to entropy API

  #31294 opened May 2, 2025

• Use OS-specific cache directories instead of home directory

  #31295 opened May 2, 2025

5 Issues opened by 4 people

• `_safe_indexing` triggers `SettingWithCopyWarning` when used with `slice`

  #31290 opened May 1, 2025

• `make_scorer(needs_sample_weight=True)` wrongly injects `needs_sample_weight` into the scoring function

  #31288 opened May 1, 2025

• Clarification of output array type when metrics accept multiclass/multioutput

  #31286 opened May 1, 2025

• ⚠️ CI failed on Linux_Nightly.pylatest_pip_scipy_dev (last failure: May 03, 2025) ⚠️

  #31284 opened May 1, 2025

• ⚠️ CI failed on Linux_free_threaded.pylatest_free_threaded (last failure: May 03, 2025) ⚠️

  #31283 opened May 1, 2025

32 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.

• WIP: Display parameters in HTML representation

  #30763 commented on May 2, 2025 • 7 new comments

• ENH add CAP curve

  #28972 commented on Apr 30, 2025 • 7 new comments

• adding adaptive learning rate for minibatch k-means

  #30051 commented on May 1, 2025 • 6 new comments

• DOC Clarify usage of d2_pinball_score with model selection tools

  #31239 commented on Apr 30, 2025 • 5 new comments

• DOC Add link to plot_sparse_cov example (Towards #30621)

  #31278 commented on May 1, 2025 • 5 new comments

• FEAT Support precomputed distance matrix for `PairwiseDistancesReductions`

  #29483 commented on Apr 30, 2025 • 3 new comments

• ENH add narwhals as dependency

  #31127 commented on May 1, 2025 • 2 new comments

• ENH Add zero division handling to cohen_kappa_score

  #31172 commented on Apr 30, 2025 • 1 new comment

• MNT Clean-up deprecations for 1.7: Remainder column type of ColumnTransformer

  #31167 commented on May 2, 2025 • 1 new comment

• Fix #30832 LogisticRegressionCV with underrepresented classes

  #31126 commented on Apr 30, 2025 • 1 new comment

• ENH: Finalize Yeo-Johnson implementation with scipy.stats in PowerTransformer (#27818)

  #31227 commented on May 1, 2025 • 0 new comments

• New `MKL` Module adding Multiple Kernel Learning estimators/transformers

  #31166 commented on May 1, 2025 • 0 new comments

• Fix Add _indic_tokenizer for Indic support

  #31130 commented on Apr 30, 2025 • 0 new comments

• Fix: added pseudo-likelihood normalization option in RBM #23179

  #31099 commented on Apr 30, 2025 • 0 new comments

• FEA add temperature scaling to `CalibratedClassifierCV`

  #31068 commented on May 1, 2025 • 0 new comments

• DOC Update plots in Categorical Feature Support in GBDT example

  #31062 commented on May 2, 2025 • 0 new comments

• ENH: Faster Eigen Decomposition For Isomap & KernelPCA

  #31247 commented on May 1, 2025 • 0 new comments

• DOC Merge plot_svm_margin.py and plot_separating_hyperplane.py into plot_svm_hyperplane_margin.py

  #31045 commented on May 3, 2025 • 0 new comments

• DOC update and improve the `sample_weight` entry in the glossary

  #30564 commented on Apr 30, 2025 • 0 new comments

• API Gaussian Process: change default behavior of `sample_y`

  #25789 commented on Apr 30, 2025 • 0 new comments

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

  #25639 commented on May 1, 2025 • 0 new comments

• [MRG] [ENH] Exposes latent mean and variance for GPCs

  #22227 commented on May 2, 2025 • 0 new comments

• Add links to examples from the docstrings and user guide

  #30621 commented on May 3, 2025 • 0 new comments

• ⚠️ CI failed on Wheel builder (last failure: May 03, 2025) ⚠️

  #31269 commented on May 3, 2025 • 0 new comments

• ⚠️ CI failed on Linux_Docker.debian_32bit (last failure: Apr 19, 2025) ⚠️

  #29802 commented on May 3, 2025 • 0 new comments

• ⚠️ CI failed on Linux.pymin_conda_forge_openblas_min_dependencies (last failure: Jan 19, 2025) ⚠️

  #29909 commented on May 3, 2025 • 0 new comments

• ⚠️ CI failed on Ubuntu_Atlas.ubuntu_atlas (last failure: Feb 19, 2025) ⚠️

  #27846 commented on May 3, 2025 • 0 new comments

• Change the default data directory

  #31267 commented on May 2, 2025 • 0 new comments

• Feature request: forcing a Gram matrix to be positive definite

  #8590 commented on May 2, 2025 • 0 new comments

• FEA Add missing-value support to sparse splitter in RandomForest and ExtraTrees

  #29542 commented on May 2, 2025 • 0 new comments

• Fix ConvergenceWarning in `plot_gpr_on_structured_data.py` example

  #31164 commented on May 1, 2025 • 0 new comments

• Automatically move `y_true` to the same device and namespace as `y_pred` for metrics

  #31274 commented on Apr 30, 2025 • 0 new comments