H2O Documentation

• 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
  • TargetEncoder
• Modeling In H2O
  • Supervised
    • H2OANOVAGLMEstimator
    • H2OCoxProportionalHazardsEstimator
    • H2ODeepLearningEstimator
    • H2OGeneralizedAdditiveEstimator
    • H2OGradientBoostingEstimator
    • H2OGeneralizedLinearEstimator
    • H2OMaxRGLMEstimator
    • H2ONaiveBayesEstimator
    • H2OSupportVectorMachineEstimator
    • H2ORandomForestEstimator
    • H2ORuleFitEstimator
    • H2OStackedEnsembleEstimator
    • H2OTargetEncoderEstimator
    • H2OXGBoostEstimator
  • Unsupervised
    • H2OAggregatorEstimator
    • H2OAutoEncoderEstimator
    • H2OExtendedIsolationForestEstimator
    • H2OGenericEstimator
    • H2OGeneralizedLowRankEstimator
    • H2OIsolationForestEstimator
    • H2OKMeansEstimator
    • H2OPrincipalComponentAnalysisEstimator
  • Miscellaneous
    • automl
    • H2OAutoML
    • H2OEstimator
    • H2OSingularValueDecompositionEstimator
    • H2OWord2vecEstimator
    • H2OGridSearch
• Model Categories
  • ModelBase
  • MetricsBase
  • Binomial Classification
  • Multinomial Classification
  • Regression
  • Dimensionality Reduction
  • Clustering Methods
  • AutoEncoders
  • 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
  • H2O Grid Metrics
• H2OAssembly
• REST Interface
• Exceptions

Indices and tables

• Index

• Module Index

• Search Page