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[FEA]: Add Cosine Similarity to cuGraph

Open acostadon opened this issue 2 years ago • 1 comments

Add a Cosine similarity metric to cuGraph

Example: https://docs.tigergraph.com/graph-ml/current/similarity-algorithms/cosine-similarity-of-neighborhoods-single-source

This is related to question issue #2979

Jaccard similarity is then given by 𝐽(𝐴,𝐵)=|𝐴∩𝐵| / |𝐴∪𝐵|

Cosine similarity is then given by 𝐶(𝐴,𝐵)=|𝐴∩𝐵| / SQR(|A||B|)

acostadon avatar Nov 29 '22 19:11 acostadon

C++ implementation is done. Need to add support for PLC and python

ChuckHastings avatar Jun 25 '24 16:06 ChuckHastings