scikit-transformers 0.1.0

Very Basic package make some usefull log transformation for scikit-learn

Scikit-transformers : Scikit-learn + transformers

About

Basic package to enable usefull transformers in scikit-learn pipelines.

First transformer implemented is a LogTransformer, which is a simple wrapper around the numpy log function.

Installation

Using regular pip and venv tools :

python3 -m venv .venv
source .venv/bin/activate
pip install scikit-transformers

Usage

For a very basic usage :

import pandas as pd

from sktransf import LogTransformer

df = pd.DataFrame(
    { "a": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 
      "b": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
    }
)

    logger = LogTransformer()
    logger.fit_transform(df)
    df_transf = logger.transform(df)

Documentation

For generic use case, please refer to this notebook.

A complete documentation will be soon available here.

Contributing

Pull requests are welcome.

For major changes, please open an issue first to discuss what you would like to change.

For more information, please refer to the contributing file.

License

GPLv3