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cupyx.scipy.sparse.linalg and scipy.sparse.linalg #8279

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jbeuria opened this issue Apr 9, 2024 · 2 comments
Open

cupyx.scipy.sparse.linalg and scipy.sparse.linalg #8279

jbeuria opened this issue Apr 9, 2024 · 2 comments
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@jbeuria
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jbeuria commented Apr 9, 2024

Description

scipy.sparse.linalg contains several matrix operations such as expm, inv, expm_multiply, etc. Can these be implemented in cupy. In real scenarios we encounter sparse matrices. It would be great to have them in cupy. Meanwhile, are there any alternative ways to do it?

(https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.linalg.expm_multiply.html#scipy.sparse.linalg.expm_multiply)

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@jbeuria jbeuria added the cat:feature New features/APIs label Apr 9, 2024
@kmaehashi
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Refs #7974

@Pranavchiku
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I'll be happy to work on these when I get up to speed, to catch up I have #8305 opened.

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