89 lines
1.7 KiB
ReStructuredText
89 lines
1.7 KiB
ReStructuredText
Python API Reference
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====================
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This page gives the Python API reference of xgboost, please also refer to Python Package Introduction for more information about python package.
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.. contents::
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:backlinks: none
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:local:
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Core Data Structure
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-------------------
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.. automodule:: xgboost.core
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.. autoclass:: xgboost.DMatrix
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:members:
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:show-inheritance:
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.. autoclass:: xgboost.Booster
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:members:
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:show-inheritance:
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Learning API
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------------
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.. automodule:: xgboost.training
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.. autofunction:: xgboost.train
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.. autofunction:: xgboost.cv
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Scikit-Learn API
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----------------
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.. automodule:: xgboost.sklearn
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.. autoclass:: xgboost.XGBRegressor
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBClassifier
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBRanker
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBRFRegressor
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBRFClassifier
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:members:
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:inherited-members:
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:show-inheritance:
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Plotting API
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------------
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.. automodule:: xgboost.plotting
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.. autofunction:: xgboost.plot_importance
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.. autofunction:: xgboost.plot_tree
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.. autofunction:: xgboost.to_graphviz
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.. _callback_api:
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Callback API
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------------
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.. autofunction:: xgboost.callback.print_evaluation
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.. autofunction:: xgboost.callback.record_evaluation
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.. autofunction:: xgboost.callback.reset_learning_rate
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.. autofunction:: xgboost.callback.early_stop
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.. _dask_api:
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Dask API
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--------
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.. automodule:: xgboost.dask
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.. autofunction:: xgboost.dask.run
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.. autofunction:: xgboost.dask.create_worker_dmatrix
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.. autofunction:: xgboost.dask.get_local_data
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