8000 MNT finalize what's new and update web page for 1.1 (#23219) · scikit-learn/scikit-learn@8b00db7 · GitHub
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MNT finalize what's new and update web page for 1.1 (#23219)
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doc/whats_new/v1.1.rst

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@@ -279,16 +279,13 @@ Changelog
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specific shape for `coef_` (e.g. :class:`feature_selection.RFE`).
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:pr:`22016` by :user:`Guillaume Lemaitre <glemaitre>`.
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- |API| add the fitted attribute `intercept_` to
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:class:`cross_decomposition.PLSCanonical`,
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:class:`cross_decomposition.PLSRegression`, and
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:class:`cross_decomposition.CCA`. The method `predict` is indeed equivalent to
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`Y = X @ coef_ + intercept_`.
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:pr:`22015` by :user:`Guillaume Lemaitre <glemaitre>`.
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:mod:`sklearn.datasets`
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`warm_start` enabled.
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:pr:`22106` by :user:`Pieter Gijsbers <PGijsbers>`.
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- |Efficiency| Improve runtime performance of :class:`ensemble.IsolationForest`
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by skipping repetitive input checks. :pr:`23149` by :user:`Zhehao Liu <MaxwellLZH>`.
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- |Fix| Change the parameter `validation_fraction` in
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:class:`ensemble.GradientBoostingClassifier` and
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:class:`ensemble.GradientBoostingRegressor` so that an error is raised if anything
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of sample weights when the input is sparse.
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:pr:`22899` by :user:`Jérémie du Boisberranger <jeremiedbb>`.
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- |Fix| :class:`linear_model.SGDRegressor` and :class:`linear_model.SGDClassifier` now
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computes the validation error correctly when early stopping is enabled.
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:pr:`23256` by :user:`Zhehao Liu <MaxwellLZH>`.
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- |API| :class:`linear_model.LassoLarsIC` now exposes `noise_variance` as
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a parameter in order to provide an estimate of the noise variance.
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This is particularly relevant when `n_features > n_samples` and the

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