LightGBM Integration

Data Structure

lightgbm.Dataset(data[, label, reference, ...])

Training

lightgbm.predict(booster, data[, raw_score, ...])
lightgbm.train(params, train_set[, ...])

Callbacks

lightgbm.callback.early_stopping(stopping_rounds)
lightgbm.callback.reset_parameter(**kwargs)

Scikit-learn API

lightgbm.LGBMClassifier(*_, **__)
lightgbm.LGBMRegressor(*_, **__)