semvec/pypi-packages huggingface dataset:
xszpo 0.1
A set of tools  for ML with Pipeline, FeatureUnion, ELI5
License: MIT
Keywords: Pipeline FeatureUnion ELI5

# xszpo


My aspiration is to create a set of tool that filling gaps in machine learning process when you want to:
* use (sklearn.pipeline) Pipeline and FeatureUnion from the beginning to the end,
* use Pandas DataFrame,
* explain results using [ELI5](https://github.com/TeamHG-Memex/eli5) package, 


My perferct Pipe (sklearn.pipeline.Pipeline):

* DataPreparation 
   * IN: pd.DataFrame
   * OUT: pd.DataFrame
* FeatureEngineering
   * IN: pd.DataFrame
   * OUT: np.array
* FeatureSelection
   * IN: np.array
   * OUT: np.array
* Model
   * IN: np.array
   * OUT: np.array

Explaining predictions: 

* Interpret
   * IN: Pipeline
   * OUT: eli5.show_weights, eli5.show_prediction

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Basic - modul with additional methods


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*pakiet wykorzystuje niektóre metody [https://github.com/pjankiewicz/mercari-solution](https://github.com/pjankiewicz/mercari-solution)*