Centre for Artificial Intelligence Research (CAIR)

Centre for Artificial Intelligence Research (CAIR)'s repositories

TsetlinMachine

Code and datasets for the Tsetlin Machine

Language:CythonMIT488 47 14

deep-rts

A Real-Time-Strategy game for Deep Learning research

Language:C++MIT222 8 17

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.

Language:PythonMIT154 10 51

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

Language:CMIT135 11 10

pyVNC

VNC Client Library for Python

Language:Python107 7 8

PyTsetlinMachineCUDA

Massively Parallel and Asynchronous Architecture for Logic-based AI

Language:PythonMIT41 8 8

pyTsetlinMachineParallel

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

Language:C41 8 1

GraphTsetlinMachine

Tsetlin Machine for Logical Learning and Reasoning With Graphs

Language:PythonMIT38 7 4

awesome-tsetlin-machine

A curated list of Tsetlin Machine research

13 50

TM-XOR-proof

#tsetlin-machine #machine-learning #game-theory #propositional-logic #pattern-recognition #bandit-learning #frequent-pattern-mining #learning-automata

Language:Cython5 50