0.7.1

What's Changed

BREAKING

• Removed unnecessary dependency;
• Yanked release 0.7.0, please update to 0.7.1.

MAINTENANCE

• Added PR template;

Full Changelog: 0.7.0...0.7.1

0.7.0

What's Changed

BREAKING

• Removed chatterjee_xi (please use scipy.stats.chatterjeexi);
• Removed l_kurt and l_skew (please use scipy.stats.lmoment).

NEW

• Add symmetric_normalized_chatterjee_xi.

MAINTENANCE

• Documentation updates;
• Updated Github Actions;
• Updated delevelopment dependencies;
• Dropped security support for 0.5.x.

Full Changelog: 0.6.0...0.7.0

0.6.0

What's Changed

BREAKING

• Dropped support for Python 3.10;
• Added support for Python 3.14;

MAINTENANCE

• Updated Github Actions;

Full Changelog: 0.5.0...0.6.0

0.5.0

What's Changed

NEW

• Morisita-Horn similarity - morisita_horn_similarity;
• Rank Divergence - rank_divergence;
• Cumulative Skewness Coefficient - cumulative_skew;

MAINTENANCE

• Documentation updates;
• Test updates;
• Github Actions updates;
• Typing updates.

Full Changelog: 0.4.0...0.5.0

0.4.0

What's Changed

BREAKING

• Dropped support for Python 3.9;
• Added support for Python 3.13;
• Transitioned to numpy >= 2.0.0;
• Removed Groeneveld Skewness Coefficient;
• Removed Dispersion Ratio;
• Removed Cumulative Skewness Coefficient;
• Removed Weighted AUC Skewness Coefficient.

NEW

• Groeneveld Range Skewness Coefficient - groeneveld_range_skew;
• Normalized Chatterjee Xi Correlation Coefficient - normalized_chatterjee_xi;
• Normalization option for Renyi Entropy - renyi_entropy;
• Changed calculation of zhang_i, now it's symmetric;
• Changed calculation of robust_coefficient_of_variation, now it has normalization multiplier.

BUGFIXES

• Bugfixes in concordance_rate, forhad_shorna_rank_skew, bickel_mode_skew, gaussain_rank_correlation and rank_minrelation_coefficient;
• Numerical stability fixes for tukey_correlation and symmetric_chatterjee_xi;

MAINTENANCE

• Documentation updates;
• Added more mathematical tests for statistical functions;
• Updates for Github Actions;
• Dropped security support for 0.2.x.

Full Changelog: 0.3.1...0.4.0

0.3.1

NEW

• Added Gastwirth's Location;
• Added Grenander's Mode;
• Added Left Quantile Weight;
• Added Right Quantile Weight;
• Schmid-Trede Peakedness.

BUGFIXES

• Documentation updates;
• Several small test optimizations;
• Stability improvement for Half-Sample Mode;
• Version bumps for Github Actions.

Full Changelog: 0.3.0...0.3.1

0.3.0

What's Changed

BREAKING

• Updated API of some correlation functions:
  • chatterjeexi -> chatterjee_xi
  • blomqvistbeta - > blomqvist_beta
  • concordance_corrcoef -> concordance_correlation
  • zhangi -> zhang_i
  • symmetric_chatterjeexi -> symmetric_chatterjee_xi

NEW

• Added Fechner correlation;
• Added Staudte kurtosis;
• Added Inter-expectile range;

BUGFIXES

• Now correlations will raise an error if there is not enough unique values or not enough data after preprocess;
• Fixed bug in crow_siddiqui_kurt calculation;
• Version bumps for Github Actions.

Full Changelog: 0.2.6...0.3.0

0.2.6

What's Changed

• Added Tau measure of location and Quantile correlation coefficient
• Bump github/codeql-action from 3.25.4 to 3.25.5 by @dependabot in #85
• Bump codecov/codecov-action from 4.3.1 to 4.4.0 by @dependabot in #86
• Bump actions/checkout from 4.1.5 to 4.1.6 by @dependabot in #87
• Bump github/codeql-action from 3.25.5 to 3.25.6 by @dependabot in #88
• Bump codecov/codecov-action from 4.4.0 to 4.4.1 by @dependabot in #89
• Bump step-security/harden-runner from 2.7.1 to 2.8.0 by @dependabot in #90
• Bump github/codeql-action from 3.25.6 to 3.25.7 by @dependabot in #91
• Bump github/codeql-action from 3.25.7 to 3.25.8 by @dependabot in #92
• Add fuzz testing by @glevv in #94
• Bump step-security/harden-runner from 2.8.0 to 2.8.1 by @dependabot in #93
• Bump github/codeql-action from 3.25.8 to 3.25.9 by @dependabot in #95
• Bump actions/checkout from 4.1.6 to 4.1.7 by @dependabot in #98
• Bump github/codeql-action from 3.25.9 to 3.25.10 by @dependabot in #97
• Bump codecov/codecov-action from 4.4.1 to 4.5.0 by @dependabot in #96

Full Changelog: 0.2.5...0.2.6

0.2.5

Hotfix realse

0.2.4

What's Changed

• Bump github/codeql-action from 3.24.7 to 3.24.8 by @dependabot in #57
• Bump actions/cache from 4.0.1 to 4.0.2 by @dependabot in #58
• Bump actions/dependency-review-action from 4.1.3 to 4.2.3 by @dependabot in #59
• Bump github/codeql-action from 3.24.8 to 3.24.9 by @dependabot in #60
• Bump actions/dependency-review-action from 4.2.3 to 4.2.4 by @dependabot in #61
• Bump actions/dependency-review-action from 4.2.4 to 4.2.5 by @dependabot in #63
• Bump codecov/codecov-action from 4.1.0 to 4.1.1 by @dependabot in #62
• Bump actions/setup-python from 5.0.0 to 5.1.0 by @dependabot in #64
• Bump codecov/codecov-action from 4.1.1 to 4.2.0 by @dependabot in #65
• Bump github/codeql-action from 3.24.9 to 3.24.10 by @dependabot in #66
• Bump codecov/codecov-action from 4.2.0 to 4.3.0 by @dependabot in #67
• Bump github/codeql-action from 3.24.10 to 3.25.0 by @dependabot in #68
• Bump github/codeql-action from 3.25.0 to 3.25.1 by @dependabot in #69
• Bump actions/upload-artifact from 4.3.1 to 4.3.2 by @dependabot in #70
• Bump actions/checkout from 4.1.2 to 4.1.3 by @dependabot in #71
• Bump actions/upload-artifact from 4.3.2 to 4.3.3 by @dependabot in #72
• Bump github/codeql-action from 3.25.1 to 3.25.2 by @dependabot in #73
• Bump actions/checkout from 4.1.3 to 4.1.4 by @dependabot in #74
• Bump actions/dependency-review-action from 4.2.5 to 4.3.0 by @dependabot in #75
• Bump github/codeql-action from 3.25.2 to 3.25.3 by @dependabot in #76
• Bump step-security/harden-runner from 2.7.0 to 2.7.1 by @dependabot in #77
• Bump codecov/codecov-action from 4.3.0 to 4.3.1 by @dependabot in #78
• Bump actions/checkout from 4.1.4 to 4.1.5 by @dependabot in #79
• Change Counter to np.unique in variability statistics by @glevv in #80
• [StepSecurity] ci: Harden GitHub Actions by @step-security-bot in #81
• Bump github/codeql-action from 3.25.3 to 3.25.4 by @dependabot in #82
• Bump ossf/scorecard-action from 2.3.1 to 2.3.3 by @dependabot in #83

Full Changelog: 0.2.3...0.2.4