PkLearn A Python package for integrating prior domain knowledge into ML models

PkLearn

PkLearn is a Python package that allows for the integration of prior knowledge into machine learning models. By prioritizing relevant features, such models can enhance interpretability and potentially align findings with prior insights.

The enhancements in PkLearn build upon the scikit-learn library.

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Getting Started

Installation

Install the package via pip:

pip install pktree

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Compatibility

• Built on top of scikit-learn.
• The package is currently update. Compatibility with both classification and regression tasks may depend on the model used.

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License

This package is open-source and distributed under the MIT License.