PyCaret is an open-source, low-code machine learning library in Python that automates and simplifies the end-to-end model building process.

• Provides a simple and intuitive API for machine learning tasks.
• Automates data preprocessing, feature engineering, and model selection.
• Supports multiple ML frameworks including Scikit-Learn, XGBoost, LightGBM, and CatBoost.
• Offers built-in experiment tracking and deployment options.
• Facilitates hyperparameter tuning, model comparison, and pipeline automation.

$ sudo su

$ python3.10 -m venv pycaret-env

$ source pycaret-env/bin/activate

$ python -c "import pycaret; print(pycaret.__version__)"