Skip to content

upmem/scikit-dpu

 
 

Repository files navigation

PIM-enabled scikit-learn extension

This is a library that provides hardware acceleration for scikit-learn algorithms with UPMEM PIM devices. Currently supported algorithms are:

  • Classification trees (extremely randomized version a.k.a. scikit-learn's extra trees)

Algorithms being integrated are:

  • Linear regression
  • Logistic regression
  • K-Means
CI status
pip builds actions-pip-badge

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • C 39.7%
  • Python 31.4%
  • Cython 21.2%
  • Jupyter Notebook 7.0%
  • Other 0.7%