🎲🚶 Random Walk Positional Encoding #918
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migalkin
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Co-authored-by: Charles Tapley Hoyt <cthoyt@gmail.com>
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relevant issue from PyTorch: pytorch/pytorch#24937 - it looks like sparse index select may come soon(-ish); maybe with |
the PR was merged almost 3 years ago and is still not in the release? 👀 |
nvm, this seems to be |
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Implements random walk positional encoding from https://arxiv.org/abs/2110.07875
For benchmarking different options of extracting diagonal entries of sparse matrices, cf.
https://github.com/pykeen/benchmark-sparse-diagonal