tsetlin-machine

Open-source projects categorized as tsetlin-machine
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Language: + Cython + C + Python
Topics: propositional-logic Convolution bandit-learning Regression Pattern Recognition
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Top 3 tsetlin-machine Open-Source Projects

  • TsetlinMachine

    Code and datasets for the Tsetlin Machine

  • 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

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  • 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.

    • Project mention: Tsetlin machine – the other AI toolbooks | news.ycombinator.com | 2023-12-09
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

tsetlin-machine related posts

  • Tsetlin machine – the other AI toolbooks

    1 project | news.ycombinator.com | 9 Dec 2023

  • Tsetlin Machine Unified (TMU) - One Codebase to Rule Them All

    1 project | /r/tsetlinmachine | 5 Dec 2023

  • [R] New Tsetlin machine learning scheme creates up to 80x smaller logical rules, benefitting hardware efficiency and interpretability.

    1 project | /r/MachineLearning | 21 Jan 2023

  • This Artificial Intelligence (AI) Research From Norway Introduces Tsetlin Machine-Based Autoencoder For Representing Words Using Logical Expressions

    1 project | /r/machinelearningnews | 10 Jan 2023

  • [D] Are there unconventional cognition architectures that learn without SGD, weights between neurons, or can only be done on the CPU?

    1 project | /r/MachineLearning | 20 Jan 2022

  • Study reveals that animals cope with environmental complexity by reducing the world into a series of sequential two-choice decisions and use an algorithm to make a decision, a strategy that results in highly effective decision-making no matter how many options there are

    2 projects | /r/science | 21 Dec 2021

  • [R] Drop Clause boosts Tsetlin Machine accuracy up to +4% and training speed up to 4x

    2 projects | /r/MachineLearning | 1 Jun 2021
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Index

What are some of the best open-source tsetlin-machine projects? This list will help you:

Project Stars
1 TsetlinMachine 450
2 pyTsetlinMachine 122
3 tmu 110

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