Flaml

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* Remove outdated comment by thinkall in https://github.com/microsoft/FLAML/pull/1366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

Hotfix release to resolve two urgent issues.

Thank you ianhelle and harupy for reporting them. Thank you harupy and leafy-lee for reviewing PRs.

What's Changed
* Add contributors wall by thinkall in https://github.com/microsoft/FLAML/pull/1341
* Add info of tutorial automl 2024 by thinkall in https://github.com/microsoft/FLAML/pull/1344
* Bump micromatch from 4.0.5 to 4.0.8 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1343
* Bump webpack from 5.76.1 to 5.94.0 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1342
* Remove temporary pickle files by thinkall in https://github.com/microsoft/FLAML/pull/1354
* Support logger_formatter without automl dependencies by thinkall in https://github.com/microsoft/FLAML/pull/1356
* Bump express from 4.19.2 to 4.21.0 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1357


**Full Changelog**: https://github.com/microsoft/FLAML/compare/v2.3.0...v2.3.1

This release adds a bunch of new estimators and comprehensive integration with MLflow. There are also some other fixes and improvements.

Welcome gkhngyk to the community! Thank you Borda, gkhngyk , leafy-lee and all the other contributors for the PRs, reviewing and testing. Special thanks to levscaut for his work on adding estimators and MLflow integration.

What's Changed
* Add python 3.11 icon by thinkall in https://github.com/microsoft/FLAML/pull/1330
* Fix test errors of nltk and numpy by thinkall in https://github.com/microsoft/FLAML/pull/1335
* fix missing req. arg for new `datasets` package by Borda in https://github.com/microsoft/FLAML/pull/1334
* configure & apply pyupgrade with `py3.8+` by Borda in https://github.com/microsoft/FLAML/pull/1333
* update py versions, sourced from PyPI by Borda in https://github.com/microsoft/FLAML/pull/1332
* Bump braces from 3.0.2 to 3.0.3 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1336
* Fix(doc): edit broken link by gkhngyk in https://github.com/microsoft/FLAML/pull/1296
* Bump follow-redirects from 1.15.4 to 1.15.6 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1291
* Bump webpack-dev-middleware from 5.3.3 to 5.3.4 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1292
* Bump express from 4.18.2 to 4.19.2 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1293
* Improve mlflow integration and add more models by thinkall in https://github.com/microsoft/FLAML/pull/1331
* Update issue templates by thinkall in https://github.com/microsoft/FLAML/pull/1337
* Update version and readme by thinkall in https://github.com/microsoft/FLAML/pull/1338

New Contributors
* gkhngyk made their first contribution in https://github.com/microsoft/FLAML/pull/1296

**Full Changelog**: https://github.com/microsoft/FLAML/compare/v2.2.0...v2.3.0

This release adds support for python 3.11 and optuna 3. There are also some other fixes and improvements.

Welcome Programmer-RD-AI, leafy-lee, Atry and chocolatevanille to the community! Thank you Borda, Programmer-RD-AI, leafy-lee, Atry, chocolatevanille and all the other contributors for the PRs, reviewing and testing.

What's Changed
* precommit: introduce `mdformat` by Borda in https://github.com/microsoft/FLAML/pull/1276
* Fix typos, upgrade yarn packages, add some improvements by thinkall in https://github.com/microsoft/FLAML/pull/1290
* Fix typo in ts_model.py: change train_df.y to train_df[target_col] by Programmer-RD-AI in https://github.com/microsoft/FLAML/pull/1312
* Upgrade Optuna to 3.6.1 by thinkall in https://github.com/microsoft/FLAML/pull/1321
* Handle Deprecation Args for Optuna Update by leafy-lee in https://github.com/microsoft/FLAML/pull/1324
* Add example of how to get best config and convert it to parameters by thinkall in https://github.com/microsoft/FLAML/pull/1323
* Add support to python 3.11 by thinkall in https://github.com/microsoft/FLAML/pull/1326
* Fix test mac os python 3.11 by thinkall in https://github.com/microsoft/FLAML/pull/1328
* Don't pass `callbacks=None` to `XGBoostSklearnEstimator._fit` by Atry in https://github.com/microsoft/FLAML/pull/1322
* Keep searching hyperparameters when `r2_score` raises an error by Atry in https://github.com/microsoft/FLAML/pull/1325
* Doc and comment typos improvements by chocolatevanille in https://github.com/microsoft/FLAML/pull/1319
* Bump version to 2.2.0 by thinkall in https://github.com/microsoft/FLAML/pull/1329

New Contributors
* Programmer-RD-AI made their first contribution in https://github.com/microsoft/FLAML/pull/1312
* leafy-lee made their first contribution in https://github.com/microsoft/FLAML/pull/1324
* Atry made their first contribution in https://github.com/microsoft/FLAML/pull/1322
* chocolatevanille made their first contribution in https://github.com/microsoft/FLAML/pull/1319

**Full Changelog**: https://github.com/microsoft/FLAML/compare/v2.1.2...v2.2.0

What's Changed
* Update README.md with autogen links by aindree-2005 in https://github.com/microsoft/FLAML/pull/1235
* Bump postcss from 8.4.18 to 8.4.31 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1238
* Bump babel/traverse from 7.20.1 to 7.23.2 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1248
* [ENH] Add support for sklearn HistGradientBoostingEstimator by glevv in https://github.com/microsoft/FLAML/pull/1230
* Update Installation.md (for a Typo) by ScottzCodez in https://github.com/microsoft/FLAML/pull/1258
* Fix spark errors by thinkall in https://github.com/microsoft/FLAML/pull/1274
* docs: fix link to reference by Borda in https://github.com/microsoft/FLAML/pull/1263
* Update AutoML-NLP.md by dhruvthakur2000 in https://github.com/microsoft/FLAML/pull/1239
* Don't specify a pre-release in the numpy dependency by jackgerrits in https://github.com/microsoft/FLAML/pull/1286
* Np.inf by sonichi in https://github.com/microsoft/FLAML/pull/1289
* Bump follow-redirects from 1.15.2 to 1.15.4 in /website by dependabot in https://github.com/microsoft/FLAML/pull/1266
* Add ruff sort to pre-commit and sort imports in the library by glevv in https://github.com/microsoft/FLAML/pull/1259

New Contributors
* aindree-2005 made their first contribution in https://github.com/microsoft/FLAML/pull/1235
* glevv made their first contribution in https://github.com/microsoft/FLAML/pull/1230
* ScottzCodez made their first contribution in https://github.com/microsoft/FLAML/pull/1258
* dhruvthakur2000 made their first contribution in https://github.com/microsoft/FLAML/pull/1239
* jackgerrits made their first contribution in https://github.com/microsoft/FLAML/pull/1286

**Full Changelog**: https://github.com/microsoft/FLAML/compare/v2.1.1...v2.1.2

This release adds support for xgboost 2.0, and improves the docstr of preprocessors.
Welcome domoritz to the community!

What's Changed
* support xgboost 2.0 by sonichi in https://github.com/microsoft/FLAML/pull/1219
* fix ref to research by domoritz in https://github.com/microsoft/FLAML/pull/1218
* Fix typo Whetehr -> Whether by domoritz in https://github.com/microsoft/FLAML/pull/1220
* Update autogen links by qingyun-wu in https://github.com/microsoft/FLAML/pull/1214
* improve docstr of preprocessors by sonichi in https://github.com/microsoft/FLAML/pull/1227

New Contributors
* domoritz made their first contribution in https://github.com/microsoft/FLAML/pull/1218

**Full Changelog**: https://github.com/microsoft/FLAML/compare/v2.1.0...v2.1.1