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DOC what's new clean up for 0.21.3
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doc/whats_new/v0.21.rst

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@@ -31,14 +31,16 @@ Changelog
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- |Fix| Fixed a bug in :class:`cluster.KMeans` where computation was single
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threaded when `n_jobs > 1` or `n_jobs = -1`.
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:issue:`12949` by :user:`Prabakaran Kumaresshan <nixphix>`.
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:pr:`12955` by :user:`Prabakaran Kumaresshan <nixphix>`.
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:mod:`sklearn.inspection`
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:mod:`sklearn.compose`
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- |Fix| Fixed a bug in :func:`inspection.plot_partial_dependence` where
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``target`` parameter was not being taken into account for multiclass problems.
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:pr:`14393` by :user:`Guillem G. Subies <guillemgsubies>`.
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- |Fix| Fixed an issue in :class:`compose.ColumnTransformer` where using
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DataFrames whose column order differs between :func:``fit`` and
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:func:``transform`` could lead to silently passing incorrect columns to the
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``remainder`` transformer.
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:pr:`14237` by `Andreas Schuderer <schuderer>`.
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:mod:`sklearn.datasets`
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:class:`impute.IterativeImputer` so that no errors are thrown when there are
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missing values in training data. :pr:`13974` by `Frank Hoang <fhoang7>`.
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:mod:`sklearn.inspection`
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.....................
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- |Fix| Fixed a bug in :func:`inspection.plot_partial_dependence` where
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``target`` parameter was not being taken into account for multiclass problems.
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:pr:`14393` by :user:`Guillem G. Subies <guillemgsubies>`.
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:mod:`sklearn.linear_model`
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- |Fix| Fixed a bug in :class:`linear_model.LogisticRegressionCV` where
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``refit=False`` would fail depending on the ``'multiclass'`` and
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``'penalty'`` parameters (regression introduced in 0.21). :pr:`14087` by
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`Nicolas Hug`_.
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- |Fix| Compatibility fix for :class:`linear_model.ARDRegression` and
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Scipy>=1.3.0. Adapts to upstream changes to the default `pinvh` cutoff
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threshold which otherwise results in poor accuracy in some cases.
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:pr:`14067` by :user:`Tim Staley <timstaley>`.
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:mod:`sklearn.tree`
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- |Fix| Fixed bug in :func:`tree.export_text` when the tree has one feature and
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a single feature name is passed in. :pr:`14053` by `Thomas Fan`
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:mod:`sklearn.neighbors`
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``tol`` required too strict types. :pr:`14092` by
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:user:`Jérémie du Boisberranger <jeremiedbb>`.
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:mod:`sklearn.compose`
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:mod:`sklearn.tree`
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- |Fix| Fixed an issue in :class:`compose.ColumnTransformer` where using
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DataFrames whose column order differs between :func:``fit`` and
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:func:``transform`` could lead to silently passing incorrect columns to the
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``remainder`` transformer.
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:pr:`14237` by `Andreas Schuderer <schuderer>`.
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- |Fix| Fixed bug in :func:`tree.export_text` when the tree has one feature and
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a single feature name is passed in. :pr:`14053` by `Thomas Fan`.
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.. _changes_0_21_2:
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