john_toolbox.preprocessing.pandas_pipeline.PandasPipeline¶
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class
john_toolbox.preprocessing.pandas_pipeline.PandasPipeline(steps: List, target_name: str, verbose: bool = True)[source]¶ Bases:
objectWrapper for handling pandas in sklearn pipeline. Instead of returning a numpy array, it returns Pandas DataFrame with all columns name.
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target_name¶ target column name
- Type
str
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columns¶ family name of the person
- Type
List
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fit_transform(df): Fit all transformers and transforms DataFrame.
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transform(df): Transforms DataFrame with the fitted Pipeline.
Methods
fit_transformtransform-