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Project description
Implements the 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.
Project details
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