Skip to content

v0.5.0

Compare
Choose a tag to compare
@javicid javicid released this 25 Nov 16:58
· 612 commits to master since this release
77b26d8

Dependencies

  • PyCOMPSs == 2.5
  • Scikit-learn >= 0.19.2
  • NumPy >= 1.15.4
  • Scipy >= 1.0.0

New Features

  • Added grid search and randomized search with cross-validation
  • Added K-fold splitter
  • dislib command line can now run jupyter notebooks

Bug Fixes

  • Fixed various bugs in fancy indexing of ds-arrays
  • dislib command line now works on MacOS
  • Fixed "source" links in the documentation to point to the appropriate version of the source code
  • dislib command line now works even if PyCOMPSs is not installed

Improvements

  • Added a new notebook and improved the existing one
  • PCA now supports sparse data
  • Estimators now extend scikit-learn's base estimator for greater integration