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Recent Releases of dcor

dcor - Version 0.6

What's Changed

Typing

  • Fixes wrong types in udistancestats_sqr.
  • Add missing types in rowwise.

Documentation

  • New documentation theme.
  • Added links in the theory.
  • Added examples to the documentation.
  • Warning added to partial distance correlation/covariance docstrings by @jltorrecilla in https://github.com/vnmabus/dcor/pull/47

Performance

  • Improve the computation time of distances for Numpy arrays, which improves performance for energy distance and the naive case of distance covariance/correlation.
  • Improve AVL algorithm for distance covariance performance to bring it closer to mergesort.
  • Refactor distance covariance to be able to compute distance correlation without additional calls to the covariance function.

New Contributors

  • @jltorrecilla made their first contribution in https://github.com/vnmabus/dcor/pull/47

Full Changelog: https://github.com/vnmabus/dcor/compare/0.5.7...0.6

- Python
Published by vnmabus over 3 years ago

dcor - 0.5.7

What's Changed

  • Fix error with zero denominator. by @vnmabus in https://github.com/vnmabus/dcor/pull/37
  • Add first typing support

Full Changelog: https://github.com/vnmabus/dcor/compare/0.5.6...0.5.7

- Python
Published by vnmabus over 3 years ago

dcor - Version 0.5.6

Fix: allow non-contiguous arrays again.

- Python
Published by vnmabus almost 4 years ago

dcor - Version 0.5.5

What's Changed

  • Parallelize the permutation test with joblib. by @lemiceterieux in https://github.com/vnmabus/dcor/pull/33
  • Added compatibility with the Python Array Standard for most functionality.

Full Changelog: https://github.com/vnmabus/dcor/compare/0.5.3...0.5.5

- Python
Published by vnmabus about 4 years ago

dcor - Version 0.5.4

What's Changed

  • Parallelize the permutation test with joblib. by @lemiceterieux in https://github.com/vnmabus/dcor/pull/33
  • Added compatibility with the Python Array Standard for most functionality.

Full Changelog: https://github.com/vnmabus/dcor/compare/0.5.3...0.5.4

- Python
Published by vnmabus about 4 years ago

dcor - Version 0.5

Add rowwise function to optimize computation of several distance measures over different data.

- Python
Published by vnmabus almost 6 years ago

dcor - Version 0.4

  • Allow the selection of the method used for computing distance covariance.
  • Add mergesort method for computing distance covariance.

- Python
Published by vnmabus about 6 years ago

dcor - First release with Zenodo DOI

- Python
Published by vnmabus over 6 years ago