Additional resources
- H2O README
- H2O Book (O'Reilly)
Videos
Algorithms
| Supervised Learning | Tutorial | Booklet | Reference | Tuning |
|---|---|---|---|---|
| AutoML | Tutorial | Reference | ||
| Cox Proportional Hazards (CoxPH) | Reference | |||
| Deep Learning (DL) | Tutorial | Booklet | Reference | Tuning |
| Distributed Random Forest (DRF) | Tutorial | Reference | ||
| Generalized Linear Modeling (GLM) | Tutorial | Booklet | Reference | |
| Maximum R Square Improvements (MAXR) | Reference | |||
| Generalized Additive Models (GAM) | Reference | |||
| ANOVA GLM | Reference | |||
| Gradient Boosting Machine (GBM) | Tutorial | Booklet | Reference | Tuning |
| Naive Bayes | Reference | |||
| Stacked Ensembles | Tutorial | Reference | ||
| Distributed Uplift Random Forest (Uplift DRF) | Tutorial | Reference | ||
| XGBoost | Reference |
| Unsupervised Learning | Tutorial | Reference |
|---|---|---|
| Aggregator | Reference | |
| Generalized Low Rank Models (GLRM) | Tutorial | Reference |
| K-Means Clustering | Tutorial | Reference |
| Isolation Forest | Tutorial | Reference |
| Principal Component Analysis (PCA) | Tutorial | Reference |
Languages
R
- R Booklet
- R Studio Cheat sheet
- R Package README
- H2O Ensemble R Package README
- Examples and Demos
- R FAQ
Python
Java
API reference
Tutorials
H2O Tutorials
Use case examples
| Examples | R | Python |
|---|---|---|
| Chicago Crime Prediction | R | Python |
| Airline Delays Prediction | R | Python |
| Lending Club Loan Prediction | R | |
| Ham or Spam | ||
| Prediction with Prostate Dataset | Python | |
| Craigslist Job Titles | R | Python |
Security features
Security features for H2O-3 Secure
Architecture
H2O-3 Secure's internal architecture
Productionizing H2O-3 Secure
Production recipes for H2O-3 Secure
Contribute to H2O-3 OSS
Have any questions?
Reach out to the team on Stack Overflow or Gitter. Be sure to tag your Stack Overflow questions with h2o.
We recommend posting your question to Stack Overflow first. If you have a non-technical question that can't be answered on SO, then try reaching out to Gitter with your question.
Feedback
- Submit and view feedback for this page
- Send feedback about H2O-3 Secure to cloud-feedback@h2o.ai