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Add AutoXGBoost API Guide (#3376)

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* add auxo-xgb api guide

* add example code

* change description

* add "\n"

* fix paragraph
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liangs6212 2021-11-04 14:41:34 +08:00 committed by GitHub
parent 17060f541a
commit e43a06b13a
2 changed files with 14 additions and 2 deletions
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3
docs/readthedocs/requirements-doc.txt
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@ -26,4 +26,5 @@ pystan==2.19.1.1
prophet prophet
pmdarima pmdarima
sphinx_markdown_tables sphinx_markdown_tables
numpy==1.21.2 numpy==1.21.2
xgboost

13
docs/readthedocs/source/doc/PythonAPI/AutoML/automl.rst
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@ -20,7 +20,7 @@ Sampling specs to be used in search space configuration.
:members: :members:
:show-inheritance: :show-inheritance:
automl.metrics orca.automl.metrics
---------------------------- ----------------------------
Evaluate unscaled metrics between y true value and y predicted value. Evaluate unscaled metrics between y true value and y predicted value.
@ -28,3 +28,14 @@ Evaluate unscaled metrics between y true value and y predicted value.
.. automodule:: bigdl.orca.automl.metrics .. automodule:: bigdl.orca.automl.metrics
:members: :members:
:show-inheritance: :show-inheritance:
orca.automl.auto_xgb
---------------------------
Automatic hyperparameter optimization for XGBoost models.
AutoXGBoost is inherited from AutoEstimator. You could refer to `AutoEstimator API Guide <https://bigdl.readthedocs.io/en/latest/doc/PythonAPI/AutoML/automl.html#orca-automl-auto-estimator>`__ for more APIs.
.. automodule:: bigdl.orca.automl.xgboost.auto_xgb
:members:
:show-inheritance: