Projects

Updated 10 months ago

https://github.com/cair/pytsetlinmachine • Rank 10.6 • Science 49%

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

bandit-learning classification convolution embedding frequent-pattern-mining interpretable machine-learning propositional-logic regression rule-based tsetlin-machine

Updated 10 months ago

https://github.com/cair/pytsetlinmachineparallel • Rank 7.5 • Science 23%

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

bandit-learning classification convolution frequent-pattern-mining interpretable-machine-learning machine-learning propositional-logic regression rule-based tsetlin-machine

Updated 10 months ago

https://github.com/cair/tsetlinmachine • Science 49%

Code and datasets for the Tsetlin Machine

bandit-learning frequent-pattern-mining game-theory learning-automata machine-learning pattern-recognition propositional-logic tsetlin-machine

Updated 10 months ago

https://github.com/cair/convolutional-tsetlin-machine-tutorial • Science 10%

Tutorial on the Convolutional Tsetlin Machine

bandit-learning convolution frequent-pattern-mining interpretable-machine-learning pattern-recognition propositional-logic rule-based tsetlin-machine

ecosyste.ms

Data

Tools

Indexes

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Experiments

Open Source Science

https://github.com/cair/pytsetlinmachine • Rank 10.6 • Science 49%

https://github.com/cair/pytsetlinmachineparallel • Rank 7.5 • Science 23%

https://github.com/cair/tsetlinmachine • Science 49%

https://github.com/cair/convolutional-tsetlin-machine-tutorial • Science 10%