MNT set datasketches<=4.1.0

FIX inaccurate min/max in quantile sketch for KBinsDiscretizer

ENH fix numerical instability in LLF computation

DOC update image

DOC add difference in KBinsDiscretizer

FIX Covariance matrix in BayesianRidge

MNT upgrade Python>=3.10 Scikit-learn~=1.7

FIX fix bug in IterativeImputer

MNT upgrade Scikit-learn~=1.6

API use utils.validation.validate_data

API Rename force_all_finite into ensure_all_finite

DOC update project

Merge to main

MNT fix import path of _safe_assign

ENH SimpleImputer support custom imputation strategy