Implement Tensor Product model

hyperdimensional-computing / torchhd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

https://torchhd.readthedocs.io

MIT License

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Implement Tensor Product model #127

Closed mikeheddes closed 1 year ago

mikeheddes commented 1 year ago

Todo:

[ ] Rename unbind because it is already a PyTorch method.
[ ] Can we still use bind(x, y.inverse()) to perform unbinding, if not, how do we deal with this breaking change?
[ ] Implement multibind.
[ ] Update examples and documentation.
[ ] How to perform permute?

mikeheddes commented 1 year ago

Since this feature would break some of the standards in the library and the demand for this feature is not clear, we will opt to not include it in the library for now. If demand arises we will reconsider adding it.