What is Pycaret?

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is a wrapper around several popular machine learning libraries like scikit-learn, XGBoost, LightGBM, CatBoost, etc. PyCaret is commonly used for classification, regression, clustering, anomaly detection, natural language processing, and time series forecasting. It simplifies the process of building and deploying machine learning models, making it accessible to both beginners and experienced data scientists. It offers features such as data preprocessing, model training and selection, hyperparameter tuning, model analysis, and deployment.