:py:mod:`bluecast.preprocessing.onehot_encoding`
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.. py:module:: bluecast.preprocessing.onehot_encoding


Module Contents
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Classes
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.. autoapisummary::

   bluecast.preprocessing.onehot_encoding.OneHotCategoryEncoder




.. py:class:: OneHotCategoryEncoder(cat_columns: List[Union[str, float, int]], target_col: Union[str, float, int])


   Onehot encode categorical features.

   .. py:method:: fit_transform(x: pandas.DataFrame, y: pandas.Series) -> pandas.DataFrame

      Fit onehot encoder and transform column.


   .. py:method:: transform(x: pandas.DataFrame) -> pandas.DataFrame

      Transform categories based on already trained encoder.


   .. py:method:: append_encoded_columns(x: pandas.DataFrame, encoded_cats: pandas.DataFrame) -> pandas.DataFrame

      Append encoded columns to the DataFrame.