GitHub topics: tsetlin-machine
art-test-stack/LLM-UQ-with-TM
A program to quantify the uncertainty of an LLM during its training with a Regression Label-Critic Tsetlin Machine.
Language: Python - Size: 227 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0
Sebastianostby/pytsetlin
PyTsetlin
Language: Python - Size: 68.4 KB - Last synced at: 1 day ago - Pushed at: 9 days ago - Stars: 17 - Forks: 1
BooBSD/Tsetlin.jl
The Tsetlin Machine library, with zero external dependencies, performs blazingly fast.
Language: Julia - Size: 670 KB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 39 - Forks: 2
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.
Language: Python - Size: 300 MB - Last synced at: 15 days ago - Pushed at: 19 days ago - Stars: 142 - Forks: 18
cair/TsetlinMachine
Code and datasets for the Tsetlin Machine
Language: Cython - Size: 491 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 475 - Forks: 51
cair/PyCoalescedTsetlinMachineCUDA
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
Language: Python - Size: 71.3 KB - Last synced at: 12 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 5
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
Language: C - Size: 611 KB - Last synced at: 16 days ago - Pushed at: 24 days ago - Stars: 135 - Forks: 27
robino16/tsetlin-machine-indoor-localization-example
Tsetlin Machine-based indoor localization using BLE RSSI fingerprinting.
Language: Python - Size: 8.79 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0
cair/TextUnderstandingTsetlinMachine
Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications
Language: Cuda - Size: 2.36 MB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 49 - Forks: 10
cair/convolutional-tsetlin-machine-tutorial
Tutorial on the Convolutional Tsetlin Machine
Language: Python - Size: 316 KB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 13
cair/TsetlinMachineC
A C implementation of the Tsetlin Machine
Language: C - Size: 73.2 KB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 7
art-test-stack/tsetlin_machine
Non-official Tsetlin Machine replication from the original paper. Tsetlin Machine are an interpretable and promising machine learning paradigm to enhance AI transparency.
Language: Python - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
cair/fast-tsetlin-machine-with-mnist-demo
A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.
Language: C - Size: 5.79 MB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 67 - Forks: 10
cair/PyTsetlinMachineCUDA
Massively Parallel and Asynchronous Architecture for Logic-based AI
Language: Python - Size: 241 KB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 4
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.
Language: C - Size: 290 KB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 9
phoebetronic/getlin 📦
A Golang implementation of the Tsetlin Machine.
Language: Go - Size: 257 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
WojciechMigda/Tsetlini
Efficient parallelized implementation of Multilabel Classifier and Regressor Tsetlin Machines
Language: C++ - Size: 4.12 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
WojciechMigda/TCO-CustomerChurn
Customer Churn (Drop Off) Modeling
Language: C++ - Size: 132 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
WojciechMigda/PyTsetlini
Scikit-learn-compatible python3 wrapper for Tsetlini - a Tsetlin Machine learning model
Language: C++ - Size: 396 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
olegranmo/Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines
Plug-and-play collaboration between specialized Tsetlin machines
Language: Python - Size: 5.11 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 3
cair/fast-tsetlin-machine-in-cuda-with-imdb-demo
A CUDA implementation of the Tsetlin Machine based on bitwise operators
Language: Cuda - Size: 38.1 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 26 - Forks: 2
kjellhaaland/uia-learning-systems
Code for UiA Learning Systems Course, including Tsetlin Machines and Bayesian Networks. 🧑🔬
Language: Jupyter Notebook - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
KristofferLM96/TsetlinMachine-Connect4
University project in the course ICT Seminar 3. Using Tsetlin Machine for Pattern Recognition in the game Connect Four.
Language: Python - Size: 18.1 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0
KristofferLM96/TsetlinMachine-GO
Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.
Language: Python - Size: 4.18 GB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0
jcriddle4/tsetlin_rust_mnist
Demo of tsetlin on the MNIST character data set that uses genetic and multi-threading. Derived from Ole-Christoffer Granmo.
Language: Rust - Size: 3.46 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 0
cair/open-tsetlin-machine
Open Source Tsetlin Machine framework
Size: 7.81 KB - Last synced at: 26 days ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 0
cair/regression-tsetlin-machine
Implementation of the Regression Tsetlin Machine
Language: Python - Size: 409 KB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 1
cair/hex-ai
Various AIs for the board game hex, including Monte Carlo Tree Search with the Tsetlin Machine
Language: C - Size: 22.5 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
andersro93/master-thesis-source
Source code for my results in my Master Thesis
Language: Jupyter Notebook - Size: 5.69 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 1
