1.5.0
FEA Partial dependence plots (#12599)
DOC Improve visibility of warning message on example "Pitfalls in the interpretation of coefficients of linear models" (#25441)
DOC Add warnings about causal interpretation of coefficients (#19789)
MNT Ignore pandas 2.2 warnings including Pyarrow dependency warnings (#28305)
DOC Improve docs of permutation importance on the user guide (#27154)
DOC Rework permutation importance with multicollinearity example (#26221)