PyCaret

Open-source low-code machine learning library for fast modelling, comparison and evaluation.

Details

PyCaret is an open-source low-code machine learning library supporting classification, regression, clustering, anomaly detection, time series and model comparison. It suits quickly building machine learning pipelines, comparing multiple models and prototyping analyses.

Use cases: low-code machine learning, classification and regression, model comparison, rapid modelling, teaching data analysis

Note: Ideal for rapid prototyping, but it should not replace checks on model assumptions, data leakage and validation design.