hyppo v0.5.0

Highlights of this release

hyppo v0.5.0 is the culmination of 16 months of hard work. It contains many new features, numerous bug-fixes, improved test coverage and better documentation. All users are encouraged to upgrade to this release, as there are a large number of bug-fixes and optimizations.

This release requires Python 3.8+.

New features

  • Add Conditional Dcorr

  • Add Partial Dcorr

  • Add Partial Correlation

Bug fixes

  • Fixed fast KMERF stat/pvalue so not always significant

  • Biased Dcorr test statistic has been corrected

Documentation

  • Fixed documentation rendering issues

  • Fixed typos in various docstrings

  • Added new license

  • Improved contributing guidelines

  • Added code of conduct

Maintenance

  • Move Friedman Rafsky from hyppo.ksample to hyppo.independence

Full Changelog

v0.4.0...v0.5.0