lightautoml.pipelines.ml

Pipelines that merge together single model training steps.

Base Classes

MLPipeline

Single ML pipeline.

Pipeline for Nested Cross-Validation

NestedTabularMLAlgo

Wrapper for MLAlgo to make it trainable over nested folds.

NestedTabularMLPipeline

Wrapper for MLPipeline to make it trainable over nested folds.

Pipeline for WhiteBox

WBPipeline

Special pipeline to handle WhiteBox model.