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Adding eigenvalue and eigenvector computations

See original GitHub issue

NumPy’s linalg includes a variety of eigenvalue and eigenvector functions (e.g. eig, eigh, eigvals, eigvalsh). Would be nice to include these in Dask Array’s linalg as well.

This came up on StackOverflow as well. ( https://stackoverflow.com/q/44806395/3877089 )

Issue Analytics

  • State:open
  • Created 6 years ago
  • Comments:15 (5 by maintainers)

github_iconTop GitHub Comments

1reaction
shoyercommented, Mar 1, 2018

If you only need eigenvectorsfor a long set of 3x3 matrices, this should be straightforward to parallelize with with atop.

0reactions
briley-lewiscommented, Sep 14, 2020

Just another +1 for this feature request! I need to do an eigendecomposition on a particularly large array (327,680 x 327,680) and am currently trying dask’s svd, but a function similar to numpy’s eigh would be great

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