Dcor

What's Changed

Typing

- Fixes wrong types in u_distance_stats_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

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

Fix: allow non-contiguous arrays again.

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

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

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