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PipeGraph - An extension to Scikit-Learn

PyPI version Coverage Status CircleCI

PipeGraph is Python module born to expand the possibilities of Scikit-Learn's Pipeline by
providing the tools needed to define more complex workflows. Using Pipeline's similar syntax, the user can encapsulate non linear sequences of transformers, estimators, predictors and even custom classes in a graph like structure.

Compatibility with Scikit-Learn's ecosystem allows the user to take advantage of interesting tools such as GridSearchCV.

Important Links

For the API reference and gallery of examples visit HTML Documentation - https://mcasl.github.io/PipeGraph/

Installation

PipeGraph can be installed using pip:

pip install pipegraph