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 writ…
☆132Updated last week
Alternatives and similar repositories for tmu:
Users that are interested in tmu are comparing it to the libraries listed below
- Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetli…☆133Updated 11 months ago
- A curated list of Tsetlin Machine research☆12Updated 2 years ago
- The Tsetlin Machine library, with zero external dependencies, performs blazingly fast.☆35Updated last week
- Python code accompanying the book "An Introduction to Tsetlin Machines".☆38Updated 3 years ago
- Tsetlin Machine for Logical Learning and Reasoning With Graphs☆36Updated this week
- Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`☆44Updated 8 months ago
- PyNeuraLogic lets you use Python to create Differentiable Logic Programs☆285Updated last week
- Massively Parallel and Asynchronous Architecture for Logic-based AI☆41Updated 2 years ago
- ☆244Updated 4 months ago
- A fast Tsetlin Machine implementation, intended for production.☆15Updated 8 months ago
- Check if you have training samples in your test set☆64Updated 2 years ago
- Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)☆89Updated 2 months ago
- Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep R…☆170Updated last year
- Official Repository for LEURN: Learning Explainable Univariate Rules with Neural Networks☆34Updated 11 months ago
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 4 months ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 2 years ago
- Neural Networks for JAX☆83Updated 4 months ago
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆206Updated last month
- The Abstraction and Reasoning Corpus made into a web game☆89Updated 5 months ago
- Deep relational learning through differentiable logic programming.☆102Updated 6 months ago
- NLP with Rust for Python 🦀🐍☆61Updated 8 months ago
- Fast Text Classification with Compressors dictionary☆150Updated last year
- Running Jax in PyTorch Lightning☆86Updated 2 months ago
- Simplified implementation of UMAP like dimensionality reduction algorithm☆44Updated 3 months ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- Hopular: Modern Hopfield Networks for Tabular Data☆309Updated 2 years ago
- Lightweight Hyperparameter Optimization 🚂☆143Updated 5 months ago
- Unofficial JAX implementations of deep learning research papers☆153Updated 2 years ago
- Automatic gradient descent☆207Updated last year
- High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters☆26Updated 3 years ago