Code repository for my master thesis experiments.
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Oct 27, 2025 - Python
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tsetlin-machine
Here are 16 public repositories matching this topic...
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 writ…
gpu incremental cuda regression sparse autoencoder convolution pattern-recognition propositional-logic relational-logic incremental-computation tsetlin-machine multi-output absorbing-states
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Aug 29, 2025 - Python
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
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Aug 27, 2025 - Python
Tsetlin Machine for Logical Learning and Reasoning With Graphs
graph deep nested-structures convolution message-passing multigraph tsetlin-machine coalesced vector-symbolic-architecture hypervector
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Aug 25, 2025 - Python
Tsetlin Machine-based indoor localization using BLE RSSI fingerprinting.
machine-learning least-squares indoor-positioning rssi-localization tsetlin-machine indoor-localization
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Apr 1, 2025 - Python
Non-official Tsetlin Machine replication from the original paper. Tsetlin Machine are an interpretable and promising machine learning paradigm to enhance AI transparency.
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Feb 13, 2025 - Python
Tsetlin Machine-based solution to predict the winner of a Hex board game at different stages. Utilizes graph-based board representations and custom datasets for training.
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Feb 6, 2025 - Python
Plug-and-play collaboration between specialized Tsetlin machines
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Oct 6, 2023 - Python
Massively Parallel and Asynchronous Architecture for Logic-based AI
gpu cuda regression classification convolution logic-based-artificial-intelligence learning-automata tsetlin-machine
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Jan 3, 2023 - Python
Tutorial on the Convolutional Tsetlin Machine
convolution pattern-recognition propositional-logic bandit-learning frequent-pattern-mining rule-based interpretable-machine-learning tsetlin-machine
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Jan 13, 2021 - Python
Master's thesis project, University of Agder, Spring 2020, Checkers game classification by the use of Tsetlin Machine.
python board-game machine-learning ai master-thesis university-project classification checkers skynet tsetlin-machine
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May 28, 2020 - Python
Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.
python search go board-game tree university master-thesis university-project sgf dataset classification tree-search monte-carlo-tree-search convolutional k-fold tsetlin-machine k-fold-cross-validation convolutional-tsetlin-machine weighted-clauses tsetlingo
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Apr 27, 2020 - Python
University project in the course ICT Seminar 3. Using Tsetlin Machine for Pattern Recognition in the game Connect Four.
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Jan 15, 2020 - Python
Predicting Win/Loss/Draw on the Connect Four dataset with Tsetlin Machines
python classification convolutional k-fold connect4 tsetlin-machine connect4-ai-game k-fold-cross-validation weighted-clauses
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Dec 20, 2019 - Python
Implementation of the Regression Tsetlin Machine
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May 14, 2019 - Python
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