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1.9.1

Release Notes

  • Change Log

Introduction

  • Introduction to Driverless AI
    • Introduction to H2O Driverless AI
    • Key Features
    • Supported Algorithms
    • Driverless AI Workflow

Licensing

  • Driverless AI License

Installation and Upgrade

  • Driverless AI Installation And Upgrade

Configuration

  • Configuration and Authentication

Datasets

  • Datasets in Driverless AI

Data Insights

  • Automatic Visualization

Feature Engineering

  • Automatic Feature Engineering

Modeling

  • Building Models in Driverless AI
  • Automated Model Documentation (AutoDoc)

Machine Learning Interpretability

  • Machine Learning Interpretability

Scoring on New Datasets

  • Scoring on Another Dataset

Transforming Datasets

  • Transforming Another Dataset

Scoring Pipelines

  • Scoring Pipelines

Productionization

  • Deploying the MOJO Pipeline

Clients

  • Driverless AI Clients

Monitoring and Logging

  • Monitoring and Logging

Security

  • Security

Frequently Asked Questions

  • FAQ

Appendices

  • Appendix A: Custom Recipes
  • Appendix B: Third-Party Integrations

References

  • References

Third-Party Notices

  • Third-Party Licenses
Using Driverless AI
  • »
  • Introduction to Driverless AI
  • Edit on GitHub

Introduction to Driverless AIΒΆ

  • Introduction to H2O Driverless AI
    • Architecture
    • Roadmap
  • Key Features
    • Flexibility of Data and Deployment
    • NVIDIA GPU Acceleration
    • Automatic Data Visualization
    • Automatic Feature Engineering
    • Automatic Model Documentation
    • Time Series Forecasting
    • NLP with TensorFlow and Pytorch
    • Image Processing with Tensorflow
    • Machine Learning Interpretability (MLI)
    • Automatic Reason Codes
    • Custom Recipe Support
    • Automatic Scoring Pipelines
  • Supported Algorithms
    • Constant Model
    • Decision Tree
    • FTRL
    • GLM
    • Isolation Forest
    • LightGBM
    • PyTorch Models
    • RuleFit
    • TensorFlow
    • XGBoost
    • Zero-Inflated Models
    • References
  • Driverless AI Workflow
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