H2O
The H2O Python Module
What is H2O?
H2O Cluster Inspection
Objects In This Module
Example of H2O on Hadoop
H2O Module
h2o
Data In H2O
Loading Data From A CSV File
Loading Data From A Python Object
Data Manipulation
H2OFrame
GroupBy
Modeling In H2O
H2OEstimator
H2ODeepLearningEstimator
H2OAutoEncoderEstimator
H2ORandomForestEstimator
H2OGradientBoostingEstimator
H2OGeneralizedLinearEstimator
H2OGeneralizedLowRankEstimator
H2OKMeansEstimator
H2ONaiveBayesEstimator
Model Categories
ModelBase
Binomial
Classification
Multinomial
Classification
Regression
Clustering
Methods
AutoEncoders
Metrics in H2O
H2OAssembly
REST Interface
H2O
Docs
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Overview: module code
All modules for which code is available
h2o.assembly
h2o.connection
h2o.estimators.deeplearning
h2o.estimators.estimator_base
h2o.estimators.gbm
h2o.estimators.glm
h2o.estimators.glrm
h2o.estimators.kmeans
h2o.estimators.naive_bayes
h2o.estimators.random_forest
h2o.frame
h2o.group_by
h2o.h2o
h2o.model
h2o.model.autoencoder
h2o.model.binomial
h2o.model.clustering
h2o.model.metrics_base
h2o.model.model_base
h2o.model.multinomial
h2o.model.regression