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MNT Fix pre-commit issues (#31013)
FIX, DOC: Replace deprecated matplotlib method in Faces tutorial (#32567)
MNT Add author/license note where missing and add the linter (#29477)
EXA Fix axis scaling in example `plot_ica_vs_pca.py` (#29726)
MAINT Cleaning up old scipy version mentions and code (#32685)
CLN replace authors with the standard line (#29250)
DOC Fix terminology in PCA example (#32211)
MNT Update index finding to use np.nonzero (#31115)