Tutorials

This section contains tutorials for both LightAutoML and HypEx, covering a wide range of use cases from basic model training to advanced hypothesis testing.

LightAutoML Tutorials

Core Features

• Tutorial 1: Basics
• Tutorial 2: AutoWoE (WhiteBox model for binary classification on tabular data)
• Tutorial 3: SQL data source
• Tutorial 4: Interpretation Tutorial (requires GPU)

Advanced Topics

• Tutorial 5: Uplift modeling
• Tutorial 6: Custom pipeline tutorial
• Tutorial 7: ICE and PDP Interpretation Tutorial
• Tutorial 8: CV preset
• Tutorial 9: Neural Networks
• Tutorial 10: Relational datasets (with star scheme)
• Tutorial 11: time series

HypEx Tutorials

A/B and A/A Testing

• AA test
• AA test multigroup split simple
• AB test

Matching

• Matching
• Matching without replacement

Modeling and Testing Limits

• Modeling Limit Distribution
• How to do experiment via Limit Distribution? (ABn Test)