FLAML Files

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 https://github.com/microsoft/FLAML/pull/1360
• test: Adding tests to verify model reproducibility by @dannycg1996 in https://github.com/microsoft/FLAML/pull/1362
• fix: FLAML catboost metrics arent reproducible by @dannycg1996 in https://github.com/microsoft/FLAML/pull/1364
• Included that retrain_full = True does not include the user provided validation data in the docs. [#1228] by @smty2018 in https://github.com/microsoft/FLAML/pull/1245
• Remove outdated comment by @thinkall in https://github.com/microsoft/FLAML/pull/1366
• Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by @dependabot in https://github.com/microsoft/FLAML/pull/1370
• Bump version to 2.3.2 by @thinkall in https://github.com/microsoft/FLAML/pull/1372
• Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67) by @thinkall in https://github.com/microsoft/FLAML/pull/1371
• fix: Ensure Reproducibility of ElasticNetEstimator by @dannycg1996 in https://github.com/microsoft/FLAML/pull/1374
• fix: LinearSVC results now reproducible by @dannycg1996 in https://github.com/microsoft/FLAML/pull/1376
• Add documentation for automl.model.estimator usage by @Programmer-RD-AI in https://github.com/microsoft/FLAML/pull/1311
• Flaml: fix lgbm reproducibility by @dannycg1996 in https://github.com/microsoft/FLAML/pull/1369

New Contributors

• @dannycg1996 made their first contribution in https://github.com/microsoft/FLAML/pull/1360
• @smty2018 made their first contribution in https://github.com/microsoft/FLAML/pull/1245

Full Changelog: https://github.com/microsoft/FLAML/compare/v2.3.1...v2.3.2