.. This file is autogenerated from gen_python.py, DO NOT MODIFY
:tocdepth: 3

Modeling In H2O
===============

Supervised
++++++++++

:mod:`H2ODeepLearningEstimator`
-------------------------------
.. autoclass:: h2o.estimators.deeplearning.H2ODeepLearningEstimator
    :show-inheritance:
    :members:

:mod:`H2ODeepWaterEstimator`
----------------------------
.. autoclass:: h2o.estimators.deepwater.H2ODeepWaterEstimator
    :show-inheritance:
    :members:

:mod:`H2OGradientBoostingEstimator`
-----------------------------------
.. autoclass:: h2o.estimators.gbm.H2OGradientBoostingEstimator
    :show-inheritance:
    :members:

:mod:`H2OGeneralizedLinearEstimator`
------------------------------------
.. autoclass:: h2o.estimators.glm.H2OGeneralizedLinearEstimator
    :show-inheritance:
    :members:

:mod:`H2ONaiveBayesEstimator`
-----------------------------
.. autoclass:: h2o.estimators.naive_bayes.H2ONaiveBayesEstimator
    :show-inheritance:
    :members:

:mod:`H2ORandomForestEstimator`
-------------------------------
.. autoclass:: h2o.estimators.random_forest.H2ORandomForestEstimator
    :show-inheritance:
    :members:

:mod:`H2OStackedEnsembleEstimator`
----------------------------------
.. autoclass:: h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator
    :show-inheritance:
    :members:

:mod:`H2OXGBoostEstimator`
--------------------------
.. autoclass:: h2o.estimators.xgboost.H2OXGBoostEstimator
    :show-inheritance:
    :members:


Unsupervised
++++++++++++

:mod:`H2OAggregatorEstimator`
-----------------------------
.. autoclass:: h2o.estimators.aggregator.H2OAggregatorEstimator
    :show-inheritance:
    :members:

:mod:`H2OAutoEncoderEstimator`
------------------------------
.. autoclass:: h2o.estimators.deeplearning.H2OAutoEncoderEstimator
    :show-inheritance:
    :members:

:mod:`H2OGeneralizedLowRankEstimator`
-------------------------------------
.. autoclass:: h2o.estimators.glrm.H2OGeneralizedLowRankEstimator
    :show-inheritance:
    :members:

:mod:`H2OIsolationForestEstimator`
----------------------------------
.. autoclass:: h2o.estimators.isolation_forest.H2OIsolationForestEstimator
    :show-inheritance:
    :members:

:mod:`H2OKMeansEstimator`
-------------------------
.. autoclass:: h2o.estimators.kmeans.H2OKMeansEstimator
    :show-inheritance:
    :members:

:mod:`H2OPrincipalComponentAnalysisEstimator`
---------------------------------------------
.. autoclass:: h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator
    :show-inheritance:
    :members:


Miscellaneous
+++++++++++++

:mod:`H2OAutoML`
----------------
.. autoclass:: h2o.automl.autoh2o.H2OAutoML
    :show-inheritance:
    :members:

:mod:`H2OEstimator`
-------------------
.. autoclass:: h2o.estimators.estimator_base.H2OEstimator
    :show-inheritance:
    :members:

:mod:`H2OGridSearch`
--------------------
.. autoclass:: h2o.grid.grid_search.H2OGridSearch
    :show-inheritance:
    :members:

:mod:`H2OSingularValueDecompositionEstimator`
---------------------------------------------
.. autoclass:: h2o.estimators.svd.H2OSingularValueDecompositionEstimator
    :show-inheritance:
    :members:

:mod:`H2OWord2vecEstimator`
---------------------------
.. autoclass:: h2o.estimators.word2vec.H2OWord2vecEstimator
    :show-inheritance:
    :members: