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doc/whats_new/upcoming_changes/sklearn.model_selection/16236.feature.rst
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+Added group-aware functionality to :class:`~sklearn.model_selection.TimeSeriesSplit`.
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+The ``groups`` parameter now allows for proper cross-validation of time series data
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+with multiple groups, ensuring temporal order is preserved within each group while
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+maintaining the time-based splitting behavior.
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+By :user:`Gaurav Chwla <getgaurav2>`
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