Changelog

Version 0.0.0a8

• tqdm added to bootstrap

• reduced the number of decimal places on the tables to 3 dp

• added p-value calc for when bootstrap number under 5000

Version 0.0.0a7

• Area calib ls by @lshpaner in https://github.com/uclamii/equiboots/pull/50

• Statistically Significant Tables and Plots by @elemets in https://github.com/uclamii/equiboots/pull/48

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a6…0.0.0a7

Version 0.0.0a6

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a5…0.0.0a6

• Fixed bug where y_prob was a required variable. Should now support regression properly.

Version 0.0.0a5

• Added statsmodels dependency; updated README and pyproject.toml accordingly;

Otherwise, see the following substantive changes from 0.0.0a4:

• Refactor and Expand Grouped Model Evaluation Plots with Residuals, Bootstrapped Curves, and Disparity Metrics by @lshpaner in https://github.com/uclamii/equiboots/pull/22

• Switched raise to warn + updated tests and requirements by @lshpaner in https://github.com/uclamii/equiboots/pull/24

• Pp filter low sample by @panas89 in https://github.com/uclamii/equiboots/pull/25

• Enhance Plotting Functions with Dynamic Y-Axis Limits, Pass/Fail Logic, New Point Plot Function, and Tests by @lshpaner in https://github.com/uclamii/equiboots/pull/26

• Renamed functions; updated nb; updates tests/unittests by @lshpaner in https://github.com/uclamii/equiboots/pull/29

• Metrics DataFrame Function by @lshpaner in https://github.com/uclamii/equiboots/pull/32

• Notebook refine sklearn except ls by @lshpaner in https://github.com/uclamii/equiboots/pull/33

• add support for statistical tests by @arahrooh31 in https://github.com/uclamii/equiboots/pull/23

• added differences of metrics by @panas89 in https://github.com/uclamii/equiboots/pull/39

• Update _adjust_p_values to Support Dynamic P-Value Adjustments by @lshpaner in https://github.com/uclamii/equiboots/pull/42

• Effect Size Fix by @elemets in https://github.com/uclamii/equiboots/pull/41

• Pp tests by @panas89 in https://github.com/uclamii/equiboots/pull/43

• Bootstrap tests by @elemets in https://github.com/uclamii/equiboots/pull/47

• Refactor Plotting Module by @lshpaner in https://github.com/uclamii/equiboots/pull/40

New Contributor

• @arahrooh31 made their first contribution in https://github.com/uclamii/equiboots/pull/23

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a3…0.0.0a4

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a4…0.0.0a5

Version 0.0.0a4

• Refactor and Expand Grouped Model Evaluation Plots with Residuals, Bootstrapped Curves, and Disparity Metrics by @lshpaner in https://github.com/uclamii/equiboots/pull/22

• Switched raise to warn + updated tests and requirements by @lshpaner in https://github.com/uclamii/equiboots/pull/24

• Pp filter low sample by @panas89 in https://github.com/uclamii/equiboots/pull/25

• Enhance Plotting Functions with Dynamic Y-Axis Limits, Pass/Fail Logic, New Point Plot Function, and Tests by @lshpaner in https://github.com/uclamii/equiboots/pull/26

• Renamed functions; updated nb; updates tests/unittests by @lshpaner in https://github.com/uclamii/equiboots/pull/29

• Metrics DataFrame Function by @lshpaner in https://github.com/uclamii/equiboots/pull/32

• Notebook refine sklearn except ls by @lshpaner in https://github.com/uclamii/equiboots/pull/33

• add support for statistical tests by @arahrooh31 in https://github.com/uclamii/equiboots/pull/23

• added differences of metrics by @panas89 in https://github.com/uclamii/equiboots/pull/39

• Update _adjust_p_values to Support Dynamic P-Value Adjustments by @lshpaner in https://github.com/uclamii/equiboots/pull/42

• Effect Size Fix by @elemets in https://github.com/uclamii/equiboots/pull/41

• Pp tests by @panas89 in https://github.com/uclamii/equiboots/pull/43

• Bootstrap tests by @elemets in https://github.com/uclamii/equiboots/pull/47

• Refactor Plotting Module by @lshpaner in https://github.com/uclamii/equiboots/pull/40

New Contributor

• @arahrooh31 made their first contribution in https://github.com/uclamii/equiboots/pull/23

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a3…0.0.0a4

Version 0.0.0a3

• added stratify by outcome for classification by @panas89 in https://github.com/uclamii/equiboots/pull/14

• Add Centroid Overlay, Group Stats, and Legend Enhancements to eq_plot_residuals_by_group, (+) Function Enhancements by @lshpaner in https://github.com/uclamii/equiboots/pull/17

Full Changelog: https://github.com/uclamii/equiboots/compare/0.0.0a2…0.0.0a3

Version 0.0.0a2

• Added Zenodo DOI badge for citation and reproducibility.

• Cleaned up README.md: - Aligned and formatted dependencies for improved readability. - Updated outdated or broken links. - Included Zenodo citation section with properly formatted reference.

Version 0.0.0a1

• Pp metrics by @panas89 in https://github.com/uclamii/equiboots/pull/1

• Updated Requirements by @lshpaner in https://github.com/uclamii/equiboots/pull/2

• Initialising Project (Grouper, Slicer) by @elemets in https://github.com/uclamii/equiboots/pull/3

• added calibration plot by @panas89 in https://github.com/uclamii/equiboots/pull/5

• Add Precision-Recall Curve and Enhance Calibration Curve Plot by @lshpaner in https://github.com/uclamii/equiboots/pull/6

• Disparities and reference groups by @elemets in https://github.com/uclamii/equiboots/pull/7

• Adding metrics and test for metrics by @elemets in https://github.com/uclamii/equiboots/pull/4

• Add Support for Reproducible Seeds in EquiBoots by @lshpaner in https://github.com/uclamii/equiboots/pull/8

• Pp bootstrap by @panas89 in https://github.com/uclamii/equiboots/pull/9

• (+) eq_disparity_metrics_plot, linted code, (-) unused imports by @lshpaner in https://github.com/uclamii/equiboots/pull/10

• Add Unit Tests, Package Refactor, and Import Fixes by @lshpaner in https://github.com/uclamii/equiboots/pull/11

• added multitask support and validated reprodu. results by @panas89 in https://github.com/uclamii/equiboots/pull/12

• Add Bootstrapped Grouped Visualization for ROC, PR, and Calibration Curves with Confidence Intervals by @lshpaner in https://github.com/uclamii/equiboots/pull/13

New Contributors

• @panas89 made their first contribution in https://github.com/uclamii/equiboots/pull/1

• @lshpaner made their first contribution in https://github.com/uclamii/equiboots/pull/2

• @elemets made their first contribution in https://github.com/uclamii/equiboots/pull/3

Full Changelog: https://github.com/uclamii/equiboots/commits/0.0.0a1