DOC update and add release date 1.1.1 (scikit-learn#23416)

Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
glemaitre · Aug 4, 2022 · d12b017 · d12b017
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diff --git a/doc/whats_new/v1.1.rst b/doc/whats_new/v1.1.rst
@@ -42,6 +42,12 @@ Changelog
   now conducts validation for `max_features` and `feature_names_in` parameters.
   :pr:`23299` by :user:`Long Bao <lorentzbao>`.
 
+:mod:`sklearn.decomposition`
+............................
+
+- |Fix| Avoid spurious warning in :class:`decomposition.IncrementalPCA` when
+  `n_samples == n_components`. :pr:`23264` by :user:`Lucy Liu <lucyleeow>`.
+
 :mod:`sklearn.feature_selection`
 ................................