Changelog

2.3.0 (November 29, 2023)

Fix handling of NaN values in compress_memberships()

2.2.1 (November 8, 2023)

Small fixes to paper and documentation.

2.2.0 (October 26, 2023)

Streamline package structure
Additional tests
Improved documentation

2.1.0 (June 02, 2023)

Add sunburst visualization for decision tree regressors
Add decision tree regression pipeline for subgroup discovery
Add search utilities
Prepare submission to JOSS

2.0.0 (March 27, 2023)

Improve documentation
Add handling of NA values
Bug fixes
Add datasets module
Add visualization functions
Performance improvements
BREAKING: error_analysis functions have been renamed.
BREAKING: estimators have been renamed.
Added estimators support for sensitivity analyses
Added fairness plots
Performance improvements
Added compress_memberships() function for performance improvements.

1.2.0 (January 11, 2022)

Refactoring and documentation overhaul.

1.1.0 (January 10, 2022)

Added additional error metrics, performance evaluation metrics, and performance estimators.
Added record-level error metrics and error analysis tools.

1.0.2 (December 5, 2022)

Update setup.py with find_packages()

1.0.1 (November 30, 2022)

Add "normalize" option to plot_cluster_sizes_distribution.
Fix bugs in homonimy_rate and and name_variation_rate.
Fix bug in estimators.

1.0.0

Initial release