cair/TsetlinMachine
Code and datasets for the Tsetlin Machine
Based on the README, here's a technical summary: Combines teams of Tsetlin Automata to learn interpretable propositional logic formulas (conjunctive clauses) for pattern recognition, using dual-phase reinforcement: Type I feedback extracts frequent patterns while Type II feedback refines discrimination. Supports multiclass classification through majority-vote aggregation of positive and negative polarity clauses, processing training data online with configurable hyperparameters controlling pattern specificity and learning dynamics.
500 stars.
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500
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60
Language
Cython
License
MIT
Category
Last pushed
Feb 10, 2026
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