Exploring Internal Learning Dynamics, Pattern Recognition Capability and Interpretability of the Tsetlin Machine

Fuzzy-Pattern Tsetlin Machine: a paradigm shift in the Tsetlin Machine family of algorithms.

Time series causal discovery

Tsetlin Machine-based indoor localization using BLE RSSI fingerprinting.

Code repository for my master thesis experiments.

PyTsetlin

VHDL code for an FPGA implementation of a Convolutional Coalesced Tsetlin Machine-based Image Classification Accelerator

VHDL code for an FPGA implementation of a Convolutional Coalesced Tsetlin Machine-based Image Classification Accelerator with On-Device Training

This reposetory belongs to a bachelor thesis titled: Classification and Detection of Bearing Faults based on Vibration Signals using Transformers and Tsetlin Machines

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

Bayesian model reduction for probabilistic machine learning

Minimal Tsetlin Machine implementation

Master thesis for AI, Reinforcment learning using Tsetlin Machines

Hardware-Software Co-Simulation Framework for Tsetlin Machines

Automated ASIC design for TM

The pretrained embeddings using Tsetlin Autoencoder

Visualization of Tsetlin Machine learning process

A fast Tsetlin Machine implementation, intended for production.

A dataset repository for datasets in tmu

Realtime enhanced learning in automata machines

An implementation of the Tsetlin machine in C++,using multi-thread PSO algorithm to optimize hyper parameters.

Tsetlin Machine - machine learning library utilizing tensor operations (PyTorch/TorchSharp)