[SciPy-Dev] PROPACK Sparse SVD Integration
Nicholas McKibben
nicholas.bgp at gmail.com
Mon Jul 19 10:02:48 EDT 2021
Hi Pamphile,
PROPACK is an old library that hasn't received an update in 16 years, so I
don't anticipate any issues with staying up to date with any upstream. The
only changes will be our patches to fix known/discovered bugs.
Thanks,
Nicholas
On Mon, Jul 19, 2021 at 12:11 AM Pamphile Roy <roy.pamphile at gmail.com>
wrote:
> This is great! Thanks Nicholas and Matt for this great job!
>
> Quick question about these modules. Recently we have been adding quite a
> few. Do we have a plan to keep them aligned (if need be) with their
> upstream version?
>
> Cheers,
> Pamphile
>
> On 19.07.2021, at 00:41, Nicholas McKibben <nicholas.bgp at gmail.com> wrote:
>
> Hi all,
>
> Matt Haberland and I are happy to open PR gh-14433
> <https://github.com/scipy/scipy/pull/14433> to close the long-standing
> issue gh-857 <https://github.com/scipy/scipy/issues/857> through PROPACK
> integration into scipy.sparse.linalg.svds based on the previous work done
> by @jakevdp in pypropack <https://github.com/jakevdp/pypropack/>.
>
> This PR includes:
> - PROPACK wrappers exposing a new 'propack' solver backend for
> scipy.sparse.linalg.svds
> - an overhaul and expansion of the scipy.sparse.linalg.svds test suite,
> documentation, and benchmarks
> - inclusion of a new PROPACK submodule under the SciPy organization which
> includes patches for known bugs, Fortran compiler support, and OpenMP issues
>
> Thanks,
> Nicholas
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