.. _Imputers:
 
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Imputers
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Different base obj choices for the :class:`Imputer<BPt.Imputer>` are shown below
The exact str indicator, as passed to the `obj` param is represented by the sub-heading (within "")
Additionally, a link to the original models documentation as well as the implemented parameter distributions are shown.
Note that if the iterative imputer is requested, base_model must also be passed.

"mean"
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  Base Class Documentation: :class:`sklearn.impute.SimpleImputer`

  Param Distributions

	0. "mean imp" ::

		strategy: 'mean'


"median"
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  Base Class Documentation: :class:`sklearn.impute.SimpleImputer`

  Param Distributions

	0. "median imp" ::

		strategy: 'median'


"most frequent"
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  Base Class Documentation: :class:`sklearn.impute.SimpleImputer`

  Param Distributions

	0. "most freq imp" ::

		strategy: 'most_frequent'


"constant"
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  Base Class Documentation: :class:`sklearn.impute.SimpleImputer`

  Param Distributions

	0. "constant imp" ::

		strategy: 'constant'


"iterative"
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  Base Class Documentation: :class:`sklearn.impute.IterativeImputer`

  Param Distributions

	0. "iterative imp" ::

		initial_strategy: 'mean'
		skip_complete: True