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modeling.rst

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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:

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:`H2OKMeansEstimator`

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

:mod:`H2OPrincipalComponentAnalysisEstimator`

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

Miscellaneous

: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: