Pycaret

Changes
* fix feature selection by tvdboom in https://github.com/pycaret/pycaret/pull/3562
* Remove deprecated matplotlib parameter by Yard1 in https://github.com/pycaret/pycaret/pull/3574
* DagsHubLogger: support programmatic logging / Bug Fix: incorrect url splitter, mlflow nested run by timho102003 in https://github.com/pycaret/pycaret/pull/3577
* Update README.md by moezali1 in https://github.com/pycaret/pycaret/pull/3584
* Fix missing `USI` argument in CometLogger by Yard1 in https://github.com/pycaret/pycaret/pull/3587
* Pin catboost<1.2 on Mac by Yard1 in https://github.com/pycaret/pycaret/pull/3586
* Fixes TS Plotting Issue by ngupta23 in https://github.com/pycaret/pycaret/pull/3599
* prep for pipeline change needed when we upgrade sktime to 0.19.1 by ngupta23 in https://github.com/pycaret/pycaret/pull/3598
* Version related fixes by ngupta23 in https://github.com/pycaret/pycaret/pull/3596
* Remove `use_train_data` from `plot_model` by Yard1 in https://github.com/pycaret/pycaret/pull/3595
* Fix bad label dtype in clf `predict_model` by Yard1 in https://github.com/pycaret/pycaret/pull/3619
* Fix column reorder causing duplicate columns by Yard1 in https://github.com/pycaret/pycaret/pull/3620
* Force np.float64 for CBLOF by Yard1 in https://github.com/pycaret/pycaret/pull/3621

New Contributors
* timho102003 made their first contribution in https://github.com/pycaret/pycaret/pull/3577

**Full Changelog**: https://github.com/pycaret/pycaret/compare/3.0.2...3.0.3

Changes
* Fix MLflow nesting and model artifacts by Yard1 in https://github.com/pycaret/pycaret/pull/3559
* Unpin holoviews by Yard1 in https://github.com/pycaret/pycaret/pull/3560


**Full Changelog**: https://github.com/pycaret/pycaret/compare/3.0.1...3.0.2

Changes

* Added and organized badges by ngupta23 in https://github.com/pycaret/pycaret/pull/3412
* Pin numpy<1.24 by Yard1 in https://github.com/pycaret/pycaret/pull/3414
* Cleanup cuML ImportError message by beckernick in https://github.com/pycaret/pycaret/pull/3423
* add duplicate indices check by tvdboom in https://github.com/pycaret/pycaret/pull/3430
* added index cleaning utility for time series by ngupta23 in https://github.com/pycaret/pycaret/pull/3448
* fix of CatboostRegresser on GPU with distribution. by kyosuke0924 in https://github.com/pycaret/pycaret/pull/3458
* Comet Compare Logging Bug Fix by sherpan in https://github.com/pycaret/pycaret/pull/3462
* Restrict evidently version by mike0sv in https://github.com/pycaret/pycaret/pull/3465
* fix np array check when get_feature_names_out is unavailable by tvdboom in https://github.com/pycaret/pycaret/pull/3470
* Update functional.py by Denny-Hwang in https://github.com/pycaret/pycaret/pull/3473
* pinned sktime until issue is fixed by ngupta23 in https://github.com/pycaret/pycaret/pull/3474
* disabling failing tests for now. by ngupta23 in https://github.com/pycaret/pycaret/pull/3494
* added STLForecaster by ngupta23 in https://github.com/pycaret/pycaret/pull/3476
* Added dynamic seasonal type detection and removed bad models by ngupta23 in https://github.com/pycaret/pycaret/pull/3477
* update to new schemdraw by tvdboom in https://github.com/pycaret/pycaret/pull/3500
* Fix for TBATS issues on M3 dataset by ngupta23 in https://github.com/pycaret/pycaret/pull/3478
* Check duplicate cols by tvdboom in https://github.com/pycaret/pycaret/pull/3485
* Enhanced seasonality type detection by ngupta23 in https://github.com/pycaret/pycaret/pull/3518
* Pin `holoviews<=1.14.9` in requirements-optional by Yard1 in https://github.com/pycaret/pycaret/pull/3521
* Fix fugue tests by goodwanghan in https://github.com/pycaret/pycaret/pull/3504
* Fix `predict_model` with `transform_target` by Yard1 in https://github.com/pycaret/pycaret/pull/3519
* Ensure `finalize_model` logs correct pipeline by Yard1 in https://github.com/pycaret/pycaret/pull/3520
* Fix tree plot with no label encoder by Yard1 in https://github.com/pycaret/pycaret/pull/3480
* provided option for users to provide seasonality type by ngupta23 in https://github.com/pycaret/pycaret/pull/3533
* Time Series `blend_models` enhancements and bug fixes by ngupta23 in https://github.com/pycaret/pycaret/pull/3534
* Fix metrics being zero in `predict_model` by Yard1 in https://github.com/pycaret/pycaret/pull/3537
* Fix `save_model` with catboost by Yard1 in https://github.com/pycaret/pycaret/pull/3481
* Remove leaveoneout by tvdboom in https://github.com/pycaret/pycaret/pull/3543

New Contributors
* kyosuke0924 made their first contribution in https://github.com/pycaret/pycaret/pull/3458
* mike0sv made their first contribution in https://github.com/pycaret/pycaret/pull/3465
* Denny-Hwang made their first contribution in https://github.com/pycaret/pycaret/pull/3473

**Full Changelog**: https://github.com/pycaret/pycaret/compare/3.0.0...3.0.1

This is a major update introducing multiple new features and bug fixes as well as breaking API changes. Please refer to the documentation and tutorials for more information.

Summary of Changes

- Fixed `predict_model` throwing an exception with loaded pipelines (https://github.com/pycaret/pycaret/pull/2349)
- Fixed potential parameter leaking for `ParallelBackend` - thanks to goodwanghan (https://github.com/pycaret/pycaret/pull/2339)
- Refactored a piece of logic in arules - thanks to daikikatsuragawa (https://github.com/pycaret/pycaret/pull/2316)
- Added Two Tutorials in Chinese - thanks to ryanxjhan (https://github.com/pycaret/pycaret/pull/2352)
- Added CLF101 in Chinese - thanks to ryanxjhan (https://github.com/pycaret/pycaret/pull/2353)
- Added new tutorials in Chinese - thanks to ryanxjhan (https://github.com/pycaret/pycaret/pull/2375)