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Pytsetlinmachine ⭐ 118

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, and clause indexing

ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.

Fast Tsetlin Machine With Mnist Demo ⭐ 52

A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.

Pytsetlinmachineparallel ⭐ 35

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

XCSF learning classifier system: rule-based online evolutionary machine learning

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

Clinical Rule Vetting ⭐ 12

Learning clinical-decision rules with interpretable models.

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