main
ENH Minimal Generalized linear models implementation (L2 + lbfgs) (#14300)
FEA array API support for LogisticRegressionCV (#33906)
MNT Fix pre-commit issues (#31013)
DOC fix calibration user guide and references (#34289)
MNT Fix typos found by typos (#33916)
DOC Correct K-Means inertia summation bounds in documentation (#34440)
MNT Fix pandas 3 `select_dtypes` warning (#32545)
DOC: Fix assume_centered parameter documentation in EmpiricalCovariance (#31809)
DOC Fixing typos (#30640)
DOC Switch insecure http links to https (#32969)
DOC Fix broken links (#34491)
MNT remove leftover authors (#33240)
DOC data interoperability and pandas/polars output for transformers (#33788)
DOC: Fix typo "hyperparamters" in feature_extraction.rst (#33060)
DOC Fix Matern kernel formula (#34283)
API Make cv_results_ return the last iteration in successive halving (#34250)
API Move IterativeImputer outside from experimental (#34214)
DOC use pydata-sphinx-theme for the website (#29038)
DOC link kernel_approximation example to Nystrom and RBFSampler in User Guide (#31562)
DOC Math/code formatting in docs (#31325)
FIX Inconsistencies between solvers in `LinearDiscriminantAnalysis` and `QuadraticDiscriminantAnalysis` (#33626)
MNT Remove ellipsis from doctests (#31332)
DOC Fix broken link in linear model documentation (#34340)
MNT: Fix `pre-commit run --all-files` (#32813)
MNT don't use random_state in LogisticRegression unless it has an effect (#34287)
DOC multiclass user guide - infos about LogisticRegression (#33536)
DOC Fix typo in naive_bayes.rst (#33539)
DOC improve readability of formula in MLP doc (#32147)
MNT: bump to array API 2025.12, array-api-compat 1.15, array-api-extra 0.10.3 (#34231)
[MRG] DOC fix some sphinx warnings (#11241)
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#33134)
DOC Add reference to user guide for `MultiLabelBinarizer` (#32894)
DOC Correct links and typos in 6.6 Random Projections (#30848)
DOC improved plot_semi_supervised_newsgroups.py example (#31104)
FIX Correct the formulation of `alpha` in `SGDOneClassSVM` (#32778)
FEA Categorical split support for `DecisionTree*`, and `RandomForest*` (#33354)