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Add universal cosine and dot similarity support #82

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Merged
merged 6 commits into from
Jun 8, 2022

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@mikeheddes mikeheddes commented Jun 8, 2022

All the supported hypervector types are now also supported by cosine_similarity, dot_similarity and hamming_similarity. Based on @rgayler's comments in #72 and #80 we will keep the three different similarity functions but make all of them work for all the supported hypervector types. The two most used similarities, cosine_similarity and dot_similarity are also aliased for easy access. The hamming_similarity is kept as a helper function for the analysis of certain binary processes.

@mikeheddes mikeheddes linked an issue Jun 8, 2022 that may be closed by this pull request
@mikeheddes mikeheddes linked an issue Jun 8, 2022 that may be closed by this pull request
@mikeheddes mikeheddes merged commit 3d2fadb into main Jun 8, 2022
@mikeheddes mikeheddes deleted the feat-universal-similarity branch June 8, 2022 17:39
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Separate the similarity functions into angle and magnitude functions Similarity function that works for any supported hypervector type
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