Obscure-stats

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**: https://github.com/glevv/obscure_stats/compare/0.2.6...0.3.0

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 https://github.com/glevv/obscure_stats/pull/85
* Bump codecov/codecov-action from 4.3.1 to 4.4.0 by dependabot in https://github.com/glevv/obscure_stats/pull/86
* Bump actions/checkout from 4.1.5 to 4.1.6 by dependabot in https://github.com/glevv/obscure_stats/pull/87
* Bump github/codeql-action from 3.25.5 to 3.25.6 by dependabot in https://github.com/glevv/obscure_stats/pull/88
* Bump codecov/codecov-action from 4.4.0 to 4.4.1 by dependabot in https://github.com/glevv/obscure_stats/pull/89
* Bump step-security/harden-runner from 2.7.1 to 2.8.0 by dependabot in https://github.com/glevv/obscure_stats/pull/90
* Bump github/codeql-action from 3.25.6 to 3.25.7 by dependabot in https://github.com/glevv/obscure_stats/pull/91
* Bump github/codeql-action from 3.25.7 to 3.25.8 by dependabot in https://github.com/glevv/obscure_stats/pull/92
* Add fuzz testing by glevv in https://github.com/glevv/obscure_stats/pull/94
* Bump step-security/harden-runner from 2.8.0 to 2.8.1 by dependabot in https://github.com/glevv/obscure_stats/pull/93
* Bump github/codeql-action from 3.25.8 to 3.25.9 by dependabot in https://github.com/glevv/obscure_stats/pull/95
* Bump actions/checkout from 4.1.6 to 4.1.7 by dependabot in https://github.com/glevv/obscure_stats/pull/98
* Bump github/codeql-action from 3.25.9 to 3.25.10 by dependabot in https://github.com/glevv/obscure_stats/pull/97
* Bump codecov/codecov-action from 4.4.1 to 4.5.0 by dependabot in https://github.com/glevv/obscure_stats/pull/96


**Full Changelog**: https://github.com/glevv/obscure_stats/compare/0.2.5...0.2.6

Hotfix realse

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


**Full Changelog**: https://github.com/glevv/obscure_stats/compare/0.2.3...0.2.4

What's Changed
* Bump step-security/harden-runner from 2.6.1 to 2.7.0 by dependabot in https://github.com/glevv/obscure_stats/pull/36
* Bump codecov/codecov-action from 3.1.5 to 4.0.1 by dependabot in https://github.com/glevv/obscure_stats/pull/38
* Bump actions/upload-artifact from 4.3.0 to 4.3.1 by dependabot in https://github.com/glevv/obscure_stats/pull/40
* Bump github/codeql-action from 3.23.2 to 3.24.0 by dependabot in https://github.com/glevv/obscure_stats/pull/39
* Gaussian Rank Correlation by glevv in https://github.com/glevv/obscure_stats/pull/44
* Bump github/codeql-action from 3.24.0 to 3.24.3 by dependabot in https://github.com/glevv/obscure_stats/pull/43
* Bump actions/dependency-review-action from 4.0.0 to 4.1.2 by dependabot in https://github.com/glevv/obscure_stats/pull/45
* Bump actions/dependency-review-action from 4.1.2 to 4.1.3 by dependabot in https://github.com/glevv/obscure_stats/pull/46
* Bump github/codeql-action from 3.24.3 to 3.24.4 by dependabot in https://github.com/glevv/obscure_stats/pull/47
* Bump codecov/codecov-action from 4.0.1 to 4.0.2 by dependabot in https://github.com/glevv/obscure_stats/pull/49
* Bump github/codeql-action from 3.24.4 to 3.24.5 by dependabot in https://github.com/glevv/obscure_stats/pull/48
* Bump codecov/codecov-action from 4.0.2 to 4.1.0 by dependabot in https://github.com/glevv/obscure_stats/pull/50
* Bump actions/cache from 4.0.0 to 4.0.1 by dependabot in https://github.com/glevv/obscure_stats/pull/51
* Bump github/codeql-action from 3.24.5 to 3.24.6 by dependabot in https://github.com/glevv/obscure_stats/pull/52
* Bump actions/checkout from 4.1.1 to 4.1.2 by dependabot in https://github.com/glevv/obscure_stats/pull/53
* Bump github/codeql-action from 3.24.6 to 3.24.7 by dependabot in https://github.com/glevv/obscure_stats/pull/54
* Documentation update by glevv in https://github.com/glevv/obscure_stats/pull/56

What's Changed
* Added Gini Mean Difference