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