lightautoml.ml_algo

Models used for machine learning pipelines.

Base Classes

`MLAlgo`	Abstract class for machine learning algorithm.
`TabularMLAlgo`	Machine learning algorithms that accepts numpy arrays as input.

`LinearLBFGS`	LBFGS L2 regression based on torch.
`LinearL1CD`	Coordinate descent based on sklearn implementation.

`BoostLGBM`	Gradient boosting on decision trees from LightGBM library.
`BoostCB`	Gradient boosting on decision trees from catboost library.

WhiteBox - scorecard model.