Chengdu
New Functionality:
- Evaluate on subsets [Resolves #535, #138] (#552)
- Implement train/testing priority [Resolves #542] (#581)
- Introduce experiment_runs table, beef up experiments table (#637)
- Dirty duck (the whole enchilada) (#670)
- Add compute best/worst/stochastic for each evaluation [Resolves #292] (#674)
- Insert Ranks for Predictions [Resolves #357] (#671)
- Support Python 3.7 [Resolves #683] (#684)
- Bias Part 1: Protected groups generator (#680)
- Bias part 2 (#688)
- Added DummyClassifier to the SimpleClassifiers batch (#702)
Bug Fixes:
- config is a str, not a fd (#610)
- Keep PyYAML pinned as v5 breaks our usage (#615)
- Fix cohort in unit tests, remove old code, squash some warnings (#621)
- Fix logging of which matrix was saved (#623)
- Harden postmodeling against lack of predictions [Resolves #638] (#645)
- Validate distinct feature group prefixes (#634)
- fix imports in example postmodeling notebook (#646)
- Fixed Audition's docs (#665)
- MS Triage (#666)
- Fixed broken links (#675)
- Fix Travis deploy [Resolves #493] (#677)
- Fix logging typos that only show up when splits are empty (#685)
- Fixes Postmodeling Weird Error [Resolves #691] (#693)
- Don't auto-upgrade db for new Experiments [Resolves #695] (#698)
- Check for capital letters with validator [Closes #632] (#701)
- check for empty protected_df (#709)
- Fixing dirtyduck (#720)
- Update MANIFEST.in (#723)
General Improvements:
- Read database connections from process environment (#605)
- Scheduled monthly dependency update for March (#619)
- Use compressed CSVs [Resolves #498] (#626)
- Faster train/test task generation (#628)
- Remove support for entity-only matrix indices [Resolves #477] (#622)
-Enable dburl env var in results_schema CLI [Resolves #636] (#639) - Run validation by default [Closes #635] (#642)
- Add feature_importance metric to SLR (#587)
- Scheduled monthly dependency update for April (#664)
- Remove redundant imputation flag columns [Resolves #544] (#676)
- write 5+ GiB (matrices) to S3Store (#687)
- Add more user database management options to CLI [Resolves #697] (#699)
- Scheduled monthly dependency update for May (#679)
- Kit and adolfos amazing adventure (aka experiment config defaults) Closes #717 (#719)
Refactoring/Documentation: