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.
1 maintainer
Metadata
1 maintainer
Release files for tmu 0.8.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 2.9 MB
Release files / tmu-0.8.3-cp312-cp312-win_amd64.whl
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Release files / tmu-0.8.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | tmu-0.8.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / tmu-0.8.3-cp312-cp312-macosx_10_9_x86_64.whl
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Release files / tmu-0.8.3-cp311-cp311-win_amd64.whl
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Release files / tmu-0.8.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | tmu-0.8.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / tmu-0.8.3-cp311-cp311-macosx_10_9_x86_64.whl
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Release files / tmu-0.8.3-cp310-cp310-win_amd64.whl
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Release files / tmu-0.8.3-cp310-cp310-macosx_10_9_x86_64.whl
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