tmu 0.8.3

Your project description

Implements the Tsetlin Machine

• Tsetlin Machine

• Coalesced Tsetlin Machine

• Convolutional Tsetlin Machine

• Regression Tsetlin Machine

• Weighted Tsetlin Machine

Features and Extensions

• Support for continuous features: https://arxiv.org/abs/1905.04199

• Drop clause: https://arxiv.org/abs/2105.14506

• Type III Feedback (to be published)

• Focused negative sampling: https://ieeexplore.ieee.org/document/9923859

• Multi-task classifier (to be published)

• Autoencoder: https://arxiv.org/abs/2301.00709

• Literal budget: https://arxiv.org/abs/2301.08190

• Incremental clause evaluation (to be published)

• Sparse computation with absorbing exclude (to be published)

• One-vs-one multi-class classifier (to be published)

Technical Details

TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.