Centre for Artificial Intelligence Research (CAIR)

awesome-tsetlin-machine

A curated list of Tsetlin Machine research

deep-rts

A Real-Time-Strategy game for Deep Learning research

fast-tsetlin-machine-with-mnist-demo

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

Fire-Detection-Image-Dataset

This dataset contains normal images and images with fire. It is highly unbalanced to reciprocate real world situations. It consists of a variety of scenarios and different fire situations (intensity, luminosity, size, environment etc).

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

pyVNC

VNC Client Library for Python

rl

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.

TsetlinMachine

Code and datasets for the Tsetlin Machine

TsetlinMachineBook

Python code accompanying the book "An Introduction to Tsetlin Machines".

cair/TsetlinMachine

Code and datasets for the Tsetlin Machine

cair/deep-rts

A Real-Time-Strategy game for Deep Learning research

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

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.

cair/pyVNC

VNC Client Library for Python

cair/PyTsetlinMachineCUDA

Massively Parallel and Asynchronous Architecture for Logic-based AI

cair/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.

cair/deep_maze

cair/awesome-tsetlin-machine

A curated list of Tsetlin Machine research

cair/deep-warehouse

A Simulator for complex logistic environments

cair/TM-XOR-proof

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

cair/tmu-datasets

A dataset repository for datasets in tmu

cair/nix-tts

🐤 Nix-TTS: An Incredibly Lightweight End-to-End Text-to-Speech Model via Non End-to-End Distillation

cair/CorrEmbed_Evaluating_Pre-trained_Model_Efficacy

Code for the paper "CorrEmbed: Evaluating Pre-trained Model Efficacy with a Novel Metric Integrating Image Embedding and Tag Correlation"

cair/deep-line-wars

cair/DeepAxie

Implementation of a simplified Axie Infinity Environment in C++ that is used to train an agent with the reinforcement learning algorithm DQN to play the game.

cair/LogicalTransformerWithTsetlinMachine

cair/ray-bugfix

A workaround to issues with Rllib, given it does not work for your current gym environment. CarRacing-v0 is one of these.

cair/Tsetlin-Machine-Deep-Neural-Network-Recommendation-System-Comparison

cair/An-Optimized-Toolbox-for-Advanced-Image-Processing-with-Tsetlin-Machine-Composites

An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites

cair/cair.github.io

cair/datasets

cair/patchformer

PatchFormer - Improved dense predictions using implicit representation learning

cair/Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines

Plug-and-play collaboration between specialized Tsetlin machines

cair/PyCoalescedTsetlinMachineCUDA

PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

cair/PyFullSparseCoalescedTsetlinMachineCUDA

PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

cair/PySparseCoalescedTsetlinMachineCUDA

PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

cair/tm-code-type-iii-feedback

cair/tm-jamming-composite

cair/tsetlinmachinecuda