Code and datasets for the Tsetlin Machine
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Updated
Apr 26, 2024 - Cython
Code and datasets for the Tsetlin Machine
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
Tutorial on the Convolutional Tsetlin Machine
Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.
Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications
A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.
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 writ…
Plug-and-play collaboration between specialized Tsetlin machines
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
A CUDA implementation of the Tsetlin Machine based on bitwise operators
Massively Parallel and Asynchronous Architecture for Logic-based AI
Implementation of the Regression Tsetlin Machine
Source code for my results in my Master Thesis
Various AIs for the board game hex, including Monte Carlo Tree Search with the Tsetlin Machine
Code for UiA Learning Systems Course, including Tsetlin Machines and Bayesian Networks. 🧑🔬
Efficient parallelized implementation of Multilabel Classifier and Regressor Tsetlin Machines
Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.
Demo of tsetlin on the MNIST character data set that uses genetic and multi-threading. Derived from Ole-Christoffer Granmo.
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