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`cupyx.scipy.spatial` and `cupyx.scipy.spatial.distance` packages
See original GitHub issueDescription
The RAFT project (https://github.com/rapidsai/raft) has several building blocks for different algorithms in the RAPIDS Analytics ecosystem and among these building blocks are spatial distance and nearest neighbors algorithms. The can be very useful for building out cupy.spatial and cupy.spatial.distance packages. I’m thinking RAFT might be able to provide a libraft package, which would include cython wrappers for direct consumption by cupy in a similar manner pylibcugraph is used by cupy.
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Issue Analytics
- State:
- Created 2 years ago
- Reactions:7
- Comments:7 (7 by maintainers)
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Providing an update here. We have a PR open for the pylibraft packaging and our first pytest to compute Euclidean pdist is passing.
https://github.com/rapidsai/raft/pull/540
We are pushing to get this integrated (early) in the RAPIDS 22.06 release. Once pylibraft is integrated into cupy, it should be straightforward to integrate other namespaces.
Cross linking prioritized issue on raft side: https://github.com/rapidsai/raft/issues/622