tsetlin-machine

Code and datasets for the Tsetlin Machine

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.

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

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

Tutorial on the Convolutional Tsetlin Machine

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

Tsetlin Machine for Logical Learning and Reasoning With Graphs

The Tsetlin Machine library, with zero external dependencies, performs blazingly fast.

Massively Parallel and Asynchronous Architecture for Logic-based AI

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

A CUDA implementation of the Tsetlin Machine based on bitwise operators

PyTsetlin

Open Source Tsetlin Machine framework

A C implementation of the Tsetlin Machine

Implementation of the Regression Tsetlin Machine

Demo of tsetlin on the MNIST character data set that uses genetic and multi-threading. Derived from Ole-Christoffer Granmo.

University project in the course ICT Seminar 3. Using Tsetlin Machine for Pattern Recognition in the game Connect Four.

Efficient parallelized implementation of Multilabel Classifier and Regressor Tsetlin Machines

Plug-and-play collaboration between specialized Tsetlin machines

Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.