All notable changes to this project will be documented in this file.
- Update Documentation (#235)
- Fix documentation (#233)
- Develop -> main (#260)
- Adding Surrogate and Tree-Based Metrics (#225)
- Adding regression attacker LGB poisoner (#220)
- Update files for new gitflow (#227) (#228)
- Tree based metrics for explainability (#210)
- Implement accuracy degradation profile (#211)
- Single output dataset (#212)
- Remove duplicated test running (#215)
- Improving bias mitigators and Refactor Dataset Object (#213)
- Update xai tutorials (#209)
- Enhance surrogate feature importance with multiples Decision Trees (#208)
- Adding documentation for robustness metrics and attackers (#197)
- Remove data stability and improve feature stability (#204)
- Remove sklearn parallel dependency (#196)
- Update robustness documentation (#194)
- Adding tutorials (#195)
- Add metrics for robustness in binary classification (#191)
- Update Dataset documentation and remove unused dependencies. (#192)
- Update slack message (#193)
- Outdate tutorials and adding metadata visualization to dataset (#177)
- Split release and publish (#185)
- Documentation and docstring (#100)
- Restore correct version (#184)
- Adding fairea tool (#88)
- New release (#99)
- Explainability ease score and sort feat imp (#97)
- Calibrated equalized odds random state (#98)
- Alpha importance and overlap (#93)
- Documentation and tutorrials
- Pre-commit
- Update docs
- Refactoringexplainablity
- Fix little errors
- Update documentation for exaplainability (#94)
- New release (#95)
- Pupdate readthedocs
- New feature explainability module (#87)
- Removing time processing calculation and print statement (#84)
- Pre-commit documentation
- Build readthedocs
- Implementing unit tests for correlation plot (#77)
- Split build settings -> default (metrics) and extras=methods
- Update bug when update sklearn version
- Update documentation
- Updating bias measuring tutorials for use with latest package version (#47)
- Updating documentation for PluginEstimationAndCalibration method (#51)
- Update readthedocs
- Buiild and update generated flels for reereadthedocs (#57)
- Fix requeriments.txt
- Update requeriiments.txt readthedocs
- Update readthedocs config
- Update featurers
- Update dependencies
- Fixing pre-commit
- Update new reradthedocs project
- Update changelog and tag (#65)
- Adding prediction function and update tutorial for Fair Top K C… (#23)
- Add mcmf method (#26)
- N_cluster notation (#25)
- Fairlet preprocessing documentation (#24)
- Resolve compatibility with sklearn 1.2.1 (#31)
- Update CHANGELOG.md (#43)
- Remove commitizen (#46)
- Reorganizing binary classification tutorials (#35)
- Add bias mitigation clustering tutorials (#28)
- Moving tutorials (#37)
- Updated_changelog_file (#39)
- Update CHANGELOG.md (#44)
- Release new mitigation techniques (#4)
- Version 0.2.0 → 0.3.0
- Test new version
- Version 0.1.3 → 0.1.4
- Add license file
- Add workflows
- Remove unused versions
- Remove unused imports
- Test new version
- Second commit
- Remove .idea directory
- Version 0.1.1 → 0.1.2