👣AutoML and more with PyCaret
PyCaret is an open source AutoML library in Python with a low-level approach to automating most MLOps tasks. PyCaret has special features for parsing, deploying, and combining models that many other ML frameworks do not have. It allows you to go from preparing data to deploying an ML model in minutes in a user-selected development environment.
In fact, PyCaret is a Python wrapper for several libraries and ML frameworks: scikit-learn, XGBoost, LightGBM, CatBoost, spaCy, Optuna, Hyperopt, Ray, etc. The simplicity of PyCaret allows it to be used not only by experienced DS specialists, but and ordinary users who are able to perform simple complex analytical tasks. The library is available for free download and use under the MIT license. The package contains several modules, functions in which are grouped according to the main use cases: from simple classification to NLP and anomaly detection.
https://pycaret.org/
https://github.com/pycaret/pycaret