5.2.1 Release Notes

What's Changed

• Fix dtype validation error in the Fractional Power Encoding by @mikeheddes in #148

Full Changelog: v5.2.0...v5.2.1

5.2.0 Release Notes

What's Changed

• Added fractional power encoding by @denkle in #142

Full Changelog: v5.1.2...v5.2.0

5.1.2 Release Notes

Re-release of 5.1.1 because it did not trigger the publishing workflow on GitHub.

Full Changelog: v5.1.1...v5.1.2

5.1.1 Release Notes

PyTorch backward compatibility fix.

What's Changed

• Fix usage of new .mT to older .transpose() by @mikeheddes in #138

Full Changelog: v5.1.0...v5.1.1

5.1.0 Release Notes

What's Changed

• Fix incorrect variable usage in EMG example by @mikeheddes in #136
• Add Hopfield and Attention memory models by @mikeheddes in #134

Full Changelog: v5.0.1...v5.1.0

5.0.1 Release Notes

Minor documentation changes.

Full Changelog: v5.0.0...v5.0.1

5.0.0 Release Notes

What's Changed

• Allow batch dimensions in dot and cosine similarity by @mikeheddes in #119
• Add resonator network and sparse distributed memory by @mikeheddes in #123
• Simplified renaming of various core functions and classes by @mikeheddes in #124
• Add intRVFL to the models module by @denkle in #125
• Add license to source files by @mikeheddes in #128
• Add tests for the models module by @mikeheddes in #129
• Add tests for the embedding module by @mikeheddes in #126
• Add test for create random permute function by @mikeheddes in #131
• Add tests for datasets by @Didanny in #130

Breaking changes (renaming)

• VSA_Model -> VSATensor
• BSC -> BSCTensor
• MAP -> MAPTensor
• HRR -> HRRTensor
• FHRR -> FHRRTensor
• empty_hv -> empty
• identity_hv -> identity
• random_hv -> random
• level_hv -> level
• thermometer_hv -> thermometer
• circular_hv -> circular
• cos_similarity -> cosine_similarity and aliased as cos
• The function signature of hypervector creation now takes in a string instead of the VSATensor type

New Contributors

• @Didanny made their first contribution in #130

Full Changelog: v4.5.0...v5.0.0

4.5.0 Release Notes

What's Changed

• Add Centroid classification model with iterative learning methods by @mikeheddes in #113
• Add UCI classification benchmark and example using intRVFL by @denkle in #98
• Created create_random_permute function by @21leejenny in #115
• Dataset documentation improvements by @pereverges in #116

New Contributors

• @21leejenny made their first contribution in #115
• @pereverges made their first contribution in #116

Full Changelog: v4.4.0...v4.5.0

4.4.0 Release Notes

What's Changed

• Add Holographic Reduced Representations VSA model by @mikeheddes in #109
• Fix the nonlinear bug and add MNIST example by @Orienfish in #110
• Support for all VSA models in the embeddings module by @mikeheddes in #111

New Contributors

• @Orienfish made their first contribution in #110

Full Changelog: v4.3.0...v4.4.0

4.3.0 Release Notes

What's Changed

• Added DWHC datasets 21 - 40 by @denkle in #104
• Added DWHC datasets 41 - 60 by @denkle in #105
• Added DWHC datasets 61 - 90 by @denkle in #106
• Added DWHC datasets 91 - 121 by @denkle in #107

Full Changelog: v4.2.1...v4.3.0