v2.3.3

This release fixes some bugs and improves user experience.

Thank you @kernelmethod , @EgorKraevTransferwise , @dannycg1996 and all the other contributors for the PRs, issues, reviewing and testing.

Welcome @kernelmethod to the community!

What's Changed

• Fix logging issues that can arise when importing flaml by @kernelmethod in #1377
• Bump version to 2.3.3 by @thinkall in #1378
• Bump cross-spawn from 7.0.3 to 7.0.6 in /website by @dependabot in #1379
• Pass cost_attr and cost_budget from flaml.tune.run() to the search algo by @EgorKraevTransferwise in #1382
• fix: Fixed bug with catboost and groups by @dannycg1996 in #1383
• Bump nanoid from 3.3.6 to 3.3.8 in /website by @dependabot in #1387
• fix: KeyError no longer occurs when using groupfolds for regression tasks. by @dannycg1996 in #1385

New Contributors

• @kernelmethod made their first contribution in #1377

Full Changelog: v2.3.2...v2.3.3

v2.3.2

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• Remove outdated comment by @thinkall in #1366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.estimator usage 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

v2.3.1

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 #1341
• Add info of tutorial automl 2024 by @thinkall in #1344
• Bump micromatch from 4.0.5 to 4.0.8 in /website by @dependabot in #1343
• Bump webpack from 5.76.1 to 5.94.0 in /website by @dependabot in #1342
• Remove temporary pickle files by @thinkall in #1354
• Support logger_formatter without automl dependencies by @thinkall in #1356
• Bump express from 4.19.2 to 4.21.0 in /website by @dependabot in #1357

Full Changelog: v2.3.0...v2.3.1

v2.3.0

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

New Contributors

• @gkhngyk made their first contribution in #1296

Full Changelog: v2.2.0...v2.3.0

v2.2.0

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

New Contributors

• @Programmer-RD-AI made their first contribution in #1312
• @leafy-lee made their first contribution in #1324
• @Atry made their first contribution in #1322
• @chocolatevanille made their first contribution in #1319

Full Changelog: v2.1.2...v2.2.0

v2.1.2

What's Changed

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

New Contributors

• @aindree-2005 made their first contribution in #1235
• @glevv made their first contribution in #1230
• @ScottzCodez made their first contribution in #1258
• @dhruvthakur2000 made their first contribution in #1239
• @jackgerrits made their first contribution in #1286

Full Changelog: v2.1.1...v2.1.2

v2.1.1

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 #1219
• fix ref to research by @domoritz in #1218
• Fix typo Whetehr -> Whether by @domoritz in #1220
• Update autogen links by @qingyun-wu in #1214
• improve docstr of preprocessors by @sonichi in #1227

New Contributors

• @domoritz made their first contribution in #1218

Full Changelog: v2.1.0...v2.1.1

v2.1.0

This update renames a few classes and methods.

What's Changed

• Migration headsup by @qingyun-wu in #1204
• group chat for visualization by @sonichi in #1213
• rename human to user_proxy by @sonichi in #1215
• Rename Responsive -> Conversable by @sonichi in #1202

Full Changelog: v2.0.3...v2.1.0

v2.0.3

This release adds support for model name suffix "-0613" and allows admin takeover in the group chat, plus a more complex group chat example.
Thanks @qingyun-wu @LeoLjl @JieyuZ2 @skzhang1 @pcdeadeasy @LittleLittleCloud for code review.

What's Changed

• suffix in model name by @sonichi in #1206
• fix typo by @qingyun-wu in #1210
• admin takeover in group chat by @sonichi in #1209

Full Changelog: v2.0.2...v2.0.3

v2.0.2

This release contains an improvement to the assistant agent prompt, and doc update.
Thanks @thinkall for the contribution and @BeibinLi @qingyun-wu @kevin666aa for reviewing and testing.

What's Changed

• Update readme and AutoGen docs by @thinkall in #1183
• Prompt improvement by @sonichi in #1203

Full Changelog: v2.0.1...v2.0.2