H2O AutoML

Open source

Open source automated machine learning tools for training models on tabular data.

Pricing: free
License: open-source
Open source: Yes

Editorial review

H2O AutoML has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Documentation(HTTPS URL): https://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.htmlVerified
Tags(open-source;cloud-native): automl, open source, machine learning, explainabilityVerified

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): self-hostedVerification pending

Pricing · Licensing

License model(proprietary;open-source;source-available;dual-license): open-sourceVerified
Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): freeVerification pending
Source repository(HTTPS URL): https://github.com/h2oai/h2o-3Verified
SPDX license IDs(Apache-2.0;MIT): Apache-2.0Verified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): automatic training and tuning of many models, user-specified time or model-count limits, leaderboard of ranked models, model explainability methods, R and Python APIs with H2O Wave web UIVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Data scientists wanting automated model training, tuning, and leaderboards as an open-source Python or R library.Verification pending
Primary use cases(build;monitor;automate): automated machine learning, model selection and tuning, explainable mlVerification pending
Skill level(beginner;intermediate;advanced;specialist): intermediateVerification pending

Lifecycle · Versioning

Current version(1.12.3): 3.46.0.12Verified
Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerified

Vendor · Maintainer

Vendor type(commercial;foundation;community;government;consortium;individual): commercialVerification pending

User reviews

Review policy

No published reviews yet.