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- Improved typing support: - Fixes wrong types in u_distance_stats_sqr. - Add missing types in rowwise. - Improve the documentation: - New documentation theme. - Added links in the theory. - Added examples to the documentation. - Performance improvements: - 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.
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