Nikita Titov
54facc4d72
* Update __init__.py * Update Python-API.rst * Update engine.py * Update test_utilities.py * Update sklearn.py * Update callback.py * Update callback.py * Update callback.py
79 lines
968 B
ReStructuredText
79 lines
968 B
ReStructuredText
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
|