Python API

.. currentmodule:: lightgbm

Data Structure API

.. autosummary:: :toctree: pythonapi/

Dataset
Booster
CVBooster
Sequence

Training API

.. autosummary:: :toctree: pythonapi/

train
cv

Scikit-learn API

.. autosummary:: :toctree: pythonapi/

LGBMModel
LGBMClassifier
LGBMRegressor
LGBMRanker

Dask API

.. versionadded:: 3.2.0

.. autosummary:: :toctree: pythonapi/

DaskLGBMClassifier
DaskLGBMRegressor
DaskLGBMRanker

Callbacks

.. autosummary:: :toctree: pythonapi/

early_stopping
log_evaluation
record_evaluation
reset_parameter

Plotting

.. autosummary:: :toctree: pythonapi/

plot_importance
plot_split_value_histogram
plot_metric
plot_tree
create_tree_digraph

Utilities

.. autosummary:: :toctree: pythonapi/

register_logger