1.6.0 Release Notes #671
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1.6.0 Release Notes #671
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frances-h
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Jul 12, 2023
HISTORY.md
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| This release adds the ability to generate missing values to the `AnonymizedFaker`. Users can now provide the `missing_value_generation` parameter during initialization. They can set it to `None` to not generate any missing values, or `'random'` to generate random missing values in the same proportion as the fitted data. | ||
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| Additionally, this release improves the `NullTransformer` by allowing nulls to be replaced on the forward transform even is `missing_value_generation` is set to None. It also fixes a bug that was causing the `UnixTimestampEncoder` to return a different dtype than the input on `reverse_transform`. This was particularly problematic when datetime columns are represented as ints. |
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typo: "on the forward transform even is missing_value_generation" -> "on the forward transform even if missing_value_generation"
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