cair / tmuLinks
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…
☆148Updated 2 months ago
Alternatives and similar repositories for tmu
Users that are interested in tmu are comparing it to the libraries listed below
Sorting:
- Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetli…☆142Updated 3 months ago
- Tsetlin Machine for Logical Learning and Reasoning With Graphs☆41Updated last week
- Python code accompanying the book "An Introduction to Tsetlin Machines".☆44Updated 3 years ago
- A curated list of Tsetlin Machine research☆15Updated 2 years ago
- Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Mac…☆43Updated 2 years ago
- Massively Parallel and Asynchronous Architecture for Logic-based AI☆42Updated 2 years ago
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆272Updated 3 weeks ago
- Code and datasets for the Tsetlin Machine☆481Updated 3 months ago
- Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep R…☆173Updated 3 weeks ago
- Hopular: Modern Hopfield Networks for Tabular Data☆311Updated 3 years ago
- Symbolic API for model creation in PyTorch.☆66Updated 3 months ago
- Check if you have training samples in your test set☆64Updated 3 years ago
- An alternative to convolution in neural networks☆256Updated last year
- ☆44Updated last month
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- ☆246Updated last week
- spock is a framework that helps manage complex parameter configurations during research and development of Python applications☆132Updated last year
- Memory mapped numpy arrays of varying shapes☆299Updated last year
- Lightweight Hyperparameter Optimization 🚂☆147Updated 10 months ago
- Tutorial on the Convolutional Tsetlin Machine☆53Updated 4 years ago
- The long missing library for python confidence intervals☆138Updated last year
- A high performance implementation of Reciprocal Agglomerative Clustering in C++☆56Updated last year
- Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)☆94Updated 7 months ago
- Fast Text Classification with Compressors dictionary☆150Updated last year
- SPEAR: Programmatically label and build training data quickly.☆107Updated last year
- Library that contains implementations of machine learning components in the hyperbolic space☆137Updated last year
- CUDA implementation of Tractable Approximate Gaussian Inference☆40Updated last week
- High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters☆27Updated 3 years ago
- A Library for Differentiable Logic Gate Networks☆706Updated last year
- ☆35Updated 7 months ago