This release improves the reproducibility of a bunch of models. Huge thanks to @dannycg1996 !
Thank you @dannycg1996 , @smty2018, @Programmer-RD-AI and all the other contributors for the PRs, issues, reviewing and testing.
What's Changed
- fix: Cross validation process isn't always run to completion by @dannycg1996 in #1360
- test: Adding tests to verify model reproducibility by @dannycg1996 in #1362
- fix: FLAML catboost metrics arent reproducible by @dannycg1996 in #1364
- Included that retrain_full = True does not include the user provided validation data in the docs. #1228 by @smty2018 in #1245
- Remove outdated comment by @thinkall in #1366
- Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by @dependabot in #1370
- Bump version to 2.3.2 by @thinkall in #1372
- Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67) by @thinkall in #1371
- fix: Ensure Reproducibility of ElasticNetEstimator by @dannycg1996 in #1374
- fix: LinearSVC results now reproducible by @dannycg1996 in #1376
- Add documentation for
automl.model.estimatorusage by @Programmer-RD-AI in #1311 - Flaml: fix lgbm reproducibility by @dannycg1996 in #1369
New Contributors
- @dannycg1996 made their first contribution in #1360
- @smty2018 made their first contribution in #1245
Full Changelog: v2.3.1...v2.3.2