tsetlin-machine
There are 28 repositories under tsetlin-machine topic.
cair/TsetlinMachine
Code and datasets for the Tsetlin Machine
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/fast-tsetlin-machine-with-mnist-demo
A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.
cair/convolutional-tsetlin-machine-tutorial
Tutorial on the Convolutional Tsetlin Machine
cair/TextUnderstandingTsetlinMachine
Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications
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/fast-tsetlin-machine-in-cuda-with-imdb-demo
A CUDA implementation of the Tsetlin Machine based on bitwise operators
cair/open-tsetlin-machine
Open Source Tsetlin Machine framework
BooBSD/Tsetlin.jl
The Tsetlin Machine library with zero external dependencies performs quite well.
cair/TsetlinMachineC
A C implementation of the Tsetlin Machine
cair/regression-tsetlin-machine
Implementation of the Regression Tsetlin Machine
jcriddle4/tsetlin_rust_mnist
Demo of tsetlin on the MNIST character data set that uses genetic and multi-threading. Derived from Ole-Christoffer Granmo.
KristofferLM96/TsetlinMachine-Connect4
University project in the course ICT Seminar 3. Using Tsetlin Machine for Pattern Recognition in the game Connect Four.
WojciechMigda/Tsetlini
Efficient parallelized implementation of Multilabel Classifier and Regressor Tsetlin Machines
olegranmo/Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines
Plug-and-play collaboration between specialized Tsetlin machines
KristofferLM96/TsetlinMachine-GO
Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.
Fiskesuppen/TsetlinMachine-Checkers
Master's thesis project, University of Agder, Spring 2020, Checkers game classification by the use of Tsetlin Machine.
WojciechMigda/PyTsetlini
Scikit-learn-compatible python3 wrapper for Tsetlini - a Tsetlin Machine learning model
aAMoss/EventImageDataProcessor
For pre-processing N-MNIST data so that it might be classified via a Tsetlin Machine
andersro93/master-thesis-source
Source code for my results in my Master Thesis
kjellhaaland/uia-learning-systems
Code for UiA Learning Systems Course, including Tsetlin Machines and Bayesian Networks. 🧑🔬
phoebetronic/getlin
A Golang implementation of the Tsetlin Machine.
Storebo/ConnectFourTsetlin
Predicting Win/Loss/Draw on the Connect Four dataset with Tsetlin Machines
cair/hex-ai
Various AIs for the board game hex, including Monte Carlo Tree Search with the Tsetlin Machine
cair/PyCoalescedTsetlinMachineCUDA
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
WojciechMigda/TCO-CustomerChurn
Customer Churn (Drop Off) Modeling