<commit_before>: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:


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:
<commit_msg>Removing a blank line in the h2o-py/docs/modeling.rst file<commit_after>: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:


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:

{'fraction_non_alphanumeric': 0.28551385478779373, 'fraction_numerical': 0.01876534549280954, 'mean_word_length': 2.2495726495726496, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5596290', 'n_tokens_mistral': 1958, 'n_tokens_neox': 1829, 'n_words': 183}