Python interface for SPAMS - binary wheels with openblas (mac, linux, windows)

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  • License: GPLv2
  • Requires: Python >=3.9.0
  • Provides-Extra: test
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Project description

spams-python

The source code for this fork is also available at https://github.com/samuelstjean/spams-python/

A swig-regenerated rehost of the python version of SPArse Modeling Software (SPAMS) 2.6, available at http://spams-devel.gforge.inria.fr/downloads.html

Disclaimer : I am not the author of the package, I just host a patched version which builds on recent gcc and python 3 for (mostly my) convenience. Most of the patches were taken from https://aur.archlinux.org/packages/python-spams-svn/

As such, I can probably help out with small stuff, but for technical and theoretical details please contact the original authors at http://spams-devel.gforge.inria.fr/contacts.html

You can find the original swig wrapper to re-generate these files on the branch swig_generator at https://github.com/samuelstjean/spams-python/tree/swig_generator

This (unofficial) version includes pre-built wheels for python 3 on windows, mac (with openmp support) and linux and can be installed with pip install spams-bin.

Improvements from the original version

  • Automatic build system with meson
  • Pytest for testing
  • Newer swig wrappers
  • Fixed internal naming clash for newer openmp namespace and the orthogonal matching pursuit (omp) function
  • Fixed C++20 deprecation issues with templates
  • Fixed undefined behavior with openmp and passing 0 as the number of cores (it now defaults to 1)
  • Fixed a positivity bug with spams.lassoWeighted
  • Probably other stuff

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  • License: GPLv2
  • Requires: Python >=3.9.0
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This version

2.6.13

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2.6.11

2.6.10

2.6.9

2.6.8

2.6.7

2.6.6

2.6.5

2.6.4

2.6.3

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