Repositories list

• GraphTsetlinMachine

  Public
  Tsetlin Machine for Logical Learning and Reasoning With Graphs

  graphdeepnested-structures+ 7convolutionmessage-passingmultigraphtsetlin-machinecoalescedvector-symbolic-architecturehypervector

  Python

  •

  MIT License

  •9•33•1•0•Updated Dec 13, 2024Dec 13, 2024

• tmu

  Public
  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…

  gpuincrementalcuda+ 11regressionsparseautoencoderconvolutionpattern-recognitionpropositional-logicrelational-logic+ 4

  Python

  •

  MIT License

  •14•131•24•1•Updated Nov 27, 2024Nov 27, 2024

• per-jsp

  Public
  Performant execution runtime for JSP

  Python

  •

  MIT License

  •2•0•3•0•Updated Nov 15, 2024Nov 15, 2024

• team-pa-monorepo

  Public
  Python

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Oct 21, 2024Oct 21, 2024

• TsetlinMachine

  Public
  Code and datasets for the Tsetlin Machine

  machine-learninggame-theorypattern-recognition+ 5propositional-logicbandit-learningfrequent-pattern-mininglearning-automatatsetlin-machine

  Cython

  •

  MIT License

  •51•466•0•0•Updated Oct 16, 2024Oct 16, 2024

• PySparseCoalescedTsetlinMachineCUDA

  Public
  PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

  Python

  •

  MIT License

  •5•0•0•0•Updated Oct 7, 2024Oct 7, 2024

• PyCoalescedTsetlinMachineCUDA

  Public
  PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

  machine-learningrule-basedlogic-based-artificial-intelligence+ 1tsetlin-machine

  Python

  •

  MIT License

  •5•0•1•1•Updated Sep 17, 2024Sep 17, 2024

• GraphTsetlinMachineOld

  Public
  Implements the Graph Tsetlin Machine

  Python

  •

  MIT License

  •14•0•0•0•Updated Sep 8, 2024Sep 8, 2024

• Vibrent_Clothes_Rental_Dataset_Collection

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Aug 16, 2024Aug 16, 2024

• Style_Quiz

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 8, 2024Jul 8, 2024

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

  Public
  An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites

  Python

  •

  MIT License

  •0•0•0•0•Updated Apr 23, 2024Apr 23, 2024

• tm-jamming-composite

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Mar 16, 2024Mar 16, 2024

• pyTsetlinMachine

  Public
  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

  machine-learningregressionclassification+ 8convolutionpropositional-logicbandit-learningembeddingfrequent-pattern-miningrule-basedinterpretable+ 1

  C

  •

  MIT License

  •27•131•8•0•Updated Mar 5, 2024Mar 5, 2024

• patchformer

  Public
  PatchFormer - Improved dense predictions using implicit representation learning

  Python

  •0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

• LogicalTransformerWithTsetlinMachine

  Public
  Python

  •

  MIT License

  •0•1•0•0•Updated Dec 24, 2023Dec 24, 2023

• Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines

  Public
  Plug-and-play collaboration between specialized Tsetlin machines

  Python

  •

  MIT License

  •3•0•0•0•Updated Oct 9, 2023Oct 9, 2023

• CorrEmbed_Evaluating_Pre-trained_Model_Efficacy

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

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated Sep 7, 2023Sep 7, 2023

• tm-code-type-iii-feedback

  Public
  0•0•0•0•Updated Jun 21, 2023Jun 21, 2023

• PyFullSparseCoalescedTsetlinMachineCUDA

  Public
  PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine

  Python

  •

  MIT License

  •5•0•0•0•Updated Jun 21, 2023Jun 21, 2023

• cair.github.io

  Public
  HTML

  •0•0•0•0•Updated May 17, 2023May 17, 2023

• deep-rts

  Public
  A Real-Time-Strategy game for Deep Learning research

  pythoncppneural-networks+ 9tree-searchper-arnegamemachine-learningreinforcement-learningaideep-learning+ 2

  C++

  •

  MIT License

  •36•207•11•4•Updated May 16, 2023May 16, 2023

• pyVNC

  Public
  VNC Client Library for Python

  Python

  •33•99•6•2•Updated Mar 3, 2023Mar 3, 2023

• tmu-datasets

  Public
  A dataset repository for datasets in tmu

  Python

  •0•3•0•0•Updated Feb 9, 2023Feb 9, 2023

• pyTsetlinMachineParallel

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

  machine-learningregressionclassification+ 7convolutionpropositional-logicbandit-learningfrequent-pattern-miningrule-basedinterpretable-machine-learningtsetlin-machine

  C

  •9•40•0•0•Updated Jan 3, 2023Jan 3, 2023

• PyTsetlinMachineCUDA

  Public
  Massively Parallel and Asynchronous Architecture for Logic-based AI

  gpucudaclassification+ 5logic-based-artificial-intelligencelearning-automatatsetlin-machineregressionconvolution

  Python

  •

  MIT License

  •4•41•2•0•Updated Jan 3, 2023Jan 3, 2023

• Tsetlin-Machine-Deep-Neural-Network-Recommendation-System-Comparison

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Dec 20, 2022Dec 20, 2022

• awesome-tsetlin-machine

  Public
  A curated list of Tsetlin Machine research

  0•12•0•0•Updated Nov 28, 2022Nov 28, 2022

• TM-XOR-proof

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

  Cython

  •1•5•0•0•Updated Aug 24, 2022Aug 24, 2022

• datasets

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Aug 9, 2022Aug 9, 2022

• DeepAxie

  Public
  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.

  C++

  •0•1•0•0•Updated May 29, 2022May 29, 2022