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h2oai/h2o-3

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

View on GitHub↗Upstream h2oai/h2o-3↗

Builder

h2oai

h2oai

h2oai • individual

Stars

7,484

Using upstream star count

Forks

2,031

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 3, 2014

Project creation date

README Summary

For any question not answered in this file or in [H2O-3 Documentation](https://docs.h2o.ai/h2o/latest-stable/h2o-docs), please use:

Community Evaluation

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AI Dev Skills

Unmapped

Automated Machine LearningDeep Learning Neural NetworksDistributed Machine LearningElastic Net RegularizationFeature EngineeringGeneralized Additive ModelsGeneralized Linear ModelingGradient Boosting MachinesHyperparameter OptimizationK-Means ClusteringModel InterpretabilityPrincipal Component AnalysisRandom Forest EnsemblesRule-based LearningStacked Ensemble MethodsSupport Vector MachinesXGBoost Implementation

Tags

Automated Machine LearningDeep Learning Neural NetworksDistributed Machine LearningElastic Net RegularizationFeature EngineeringGeneralized Additive ModelsGeneralized Linear ModelingGradient Boosting MachinesHyperparameter OptimizationK-Means ClusteringModel InterpretabilityPrincipal Component AnalysisRandom Forest EnsemblesRule-based LearningStacked Ensemble MethodsSupport Vector MachinesXGBoost ImplementationAPIAWSC++CLI ToolCurated ListData ScienceDeep LearningForkedJavaMachine LearningNode.jsNumPyOpen SourcePandasPythonScikit-learnSecuritySparkTutorial

Taxonomy

AI Trends

Automated Machine LearningDistributed AI SystemsEnsemble LearningExplainable AI

category

Dev Tools & AutomationCloud & PlatformsLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

CloudOn-premiseDistributed ClustersSelf-hosted

Modalities

Tabular

Skill Areas

Distributed Machine LearningGradient Boosting MachinesDeep Learning Neural NetworksRandom Forest EnsemblesGeneralized Linear ModelingElastic Net RegularizationK-Means ClusteringPrincipal Component AnalysisGeneralized Additive ModelsRule-based LearningSupport Vector MachinesStacked Ensemble MethodsAutomated Machine LearningXGBoost ImplementationHyperparameter OptimizationFeature EngineeringModel Interpretability

tag

APIAWSC++CLI ToolCurated ListData ScienceDeep LearningForkedJavaMachine LearningNode.jsNumPyOpen SourcePandasPythonScikit-learnSecuritySparkTutorial

Use Cases

Automated Machine Learning PipelinesLarge-scale Predictive ModelingEnsemble Model DevelopmentDistributed Data ProcessingFeature Selection and EngineeringModel Performance BenchmarkingHyperparameter Tuning at ScaleCross-validation and Model Selection

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

7

Merge remote-tracking branch origin/rel-3.46.0

h2o-ops • Mar 11, 2026

12cc080

GH-16782 - Release notes for 3.46.0.10 (#16783)

Adam Valenta • Mar 11, 2026

8563bb9

Merge remote-tracking branch origin/rel-3.46.0

h2o-ops • Mar 11, 2026

633ec6b

Quality

production
Quality
high
Maturity
production

Categories

Dev Tools & AutomationPrimaryCloud & PlatformsLearning ResourcesSecurity & SafetyData Science & AnalyticsOther AI / ML

PM Skills

Data & EvaluationDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Mar 3, 2014
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 22, 2026

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