H2O
  • The H2O Python Module
    • What is H2O?
    • Installing H2O-3
    • Starting H2O and Inspecting the Cluster
    • Objects In This Module
    • Example of H2O on Hadoop
  • H2O Module
  • Data In H2O
    • Loading Data From A CSV File
    • Loading Data From A Python Object
    • Setting S3 Credentials
  • Data Manipulation
    • H2OFrame
    • GroupBy
  • Modeling In H2O
    • Supervised
      • H2OAdaBoostEstimator
      • H2OANOVAGLMEstimator
      • H2OCoxProportionalHazardsEstimator
      • H2ODecisionTreeEstimator
      • H2ODeepLearningEstimator
      • H2OGeneralizedAdditiveEstimator
      • H2OGradientBoostingEstimator
      • H2OGeneralizedLinearEstimator
      • H2OHGLMEstimator
      • H2OInfogram
      • H2OIsotonicRegressionEstimator
      • H2OModelSelectionEstimator
      • H2ONaiveBayesEstimator
      • H2OSupportVectorMachineEstimator
      • H2ORandomForestEstimator
      • H2ORuleFitEstimator
      • H2OStackedEnsembleEstimator
      • H2OTargetEncoderEstimator
      • H2OUpliftRandomForestEstimator
      • H2OXGBoostEstimator
    • Unsupervised
      • H2OAggregatorEstimator
      • H2OAutoEncoderEstimator
      • H2OExtendedIsolationForestEstimator
      • H2OGenericEstimator
      • H2OGeneralizedLowRankEstimator
      • H2OIsolationForestEstimator
      • H2OKMeansEstimator
      • H2OPrincipalComponentAnalysisEstimator
    • Miscellaneous
      • automl
      • H2OAutoML
      • H2OEstimator
      • H2OSingularValueDecompositionEstimator
      • H2OWord2vecEstimator
      • H2OGridSearch
  • Model Categories
    • ModelBase
    • Binomial Classification
    • Multinomial Classification
    • Regression
    • Anomaly Detection
    • AutoEncoders
    • Clustering Methods
    • CoxPH
    • Dimensionality Reduction
    • Ordinal
    • Uplift
    • Word Embedding
  • Tree Class in H2O
    • H2O Tree Class
    • H2O Node Class
    • H2O Leaf Node Class
    • H2O Split Node Class
  • Metrics in H2O
    • H2O Model Metrics
      • MetricsBase
      • Binomial Classification
      • Multinomial Classification
      • Regression
      • Anomaly Detection
      • Clustering
      • CoxPH
      • Dimensionality Reduction
      • Ordinal
      • Uplift
    • H2O Grid Metrics
  • H2OAssembly
  • REST Interface
  • Exceptions
 
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