.. 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:`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: