Torch-hd

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

**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v5.1.1...v5.1.2

PyTorch backward compatibility fix.

What's Changed
* Fix usage of new .mT to older .transpose() by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/138


**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v5.1.0...v5.1.1

What's Changed
* Fix incorrect variable usage in EMG example by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/136
* Add Hopfield and Attention memory models by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/134


**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v5.0.1...v5.1.0

Minor documentation changes.

**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v5.0.0...v5.0.1

What's Changed
* Allow batch dimensions in dot and cosine similarity by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/119
* Add resonator network and sparse distributed memory by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/123
* Simplified renaming of various core functions and classes by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/124
* Add intRVFL to the models module by denkle in https://github.com/hyperdimensional-computing/torchhd/pull/125
* Add license to source files by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/128
* Add tests for the models module by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/129
* Add tests for the embedding module by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/126
* Add test for create random permute function by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/131
* Add tests for datasets by Didanny in https://github.com/hyperdimensional-computing/torchhd/pull/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 https://github.com/hyperdimensional-computing/torchhd/pull/130

**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v4.5.0...v5.0.0

What's Changed
* Add Centroid classification model with iterative learning methods by mikeheddes in https://github.com/hyperdimensional-computing/torchhd/pull/113
* Add UCI classification benchmark and example using intRVFL by denkle in https://github.com/hyperdimensional-computing/torchhd/pull/98
* Created create_random_permute function by 21leejenny in https://github.com/hyperdimensional-computing/torchhd/pull/115
* Dataset documentation improvements by pereverges in https://github.com/hyperdimensional-computing/torchhd/pull/116

New Contributors
* 21leejenny made their first contribution in https://github.com/hyperdimensional-computing/torchhd/pull/115
* pereverges made their first contribution in https://github.com/hyperdimensional-computing/torchhd/pull/116

**Full Changelog**: https://github.com/hyperdimensional-computing/torchhd/compare/v4.4.0...v4.5.0