Note: People with a "+" by their names contributed a patch for the first time.

Release date: 25 February 2021
Supports: Python 3.6+.

Bug Fixes

• hyppo.independence.Dcorr and hyppo.independence.Hsic when auto=True had low finite power, fixed.
• Fast exact statistic for hyppo.independence.Dcorr was incorrect, fixed

Documentation

• Fix PyPi description rendering issues
• Add more descriptive contributing guidelines
• Add ROLES.md for specification about maintainers
• Added power computation for independence increasing sample size and dimension
• Add benchmark section and move relevant examples there
• Add base classes

Maintenance

• Fix gaussian kernel to prevent division by 0
• Add checks for Type I error

Authors

• Sambit Panda