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Projects in Awesome Lists tagged with tsetlin-machine

A curated list of projects in awesome lists tagged with tsetlin-machine .

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https://github.com/cair/pyTsetlinMachine

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

Last synced: 02 Aug 2024

https://github.com/cair/tmu

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

absorbing-states autoencoder convolution cuda gpu incremental incremental-computation multi-output pattern-recognition propositional-logic regression relational-logic sparse tsetlin-machine

Last synced: 03 Aug 2024

https://github.com/cair/TextUnderstandingTsetlinMachine

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

deep-learning frequent-pattern-mining medical medical-informatics text-classification tsetlin-machine

Last synced: 31 Jul 2024

https://github.com/boobsd/tsetlin.jl

The Tsetlin Machine library with zero external dependencies performs quite well.

julia-language machine-learning multithreading reinforcement-learning tsetlin-machine

Last synced: 29 Sep 2024