.. sampledoc documentation master file, created by
   sphinx-quickstart on Mon Apr 25 15:24:53 2016.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

========
Overview
========

H2O Driverless AI is an artificial intelligence (AI) platform that automates some of the most difficult data science and machine learning workflows such as feature engineering, model validation, model tuning, model selection and model deployment. It aims to achieve highest predictive accuracy, comparable to expert data scientists, but in much shorter time thanks to end-to-end automation. Driverless AI also offers automatic visualizations and machine learning interpretability (MLI). Especially in regulated industries, model transparency and explanation are just as important as predictive performance.

Driverless AI runs on commodity hardware. It was also specifically designed to take advantage of graphical processing units (GPUs), including multi-GPU workstations and servers such as the NVIDIA DGX-1 for order-of-magnitude faster training.

This document describes how to install and use Driverless AI. For more information about Driverless AI, please see https://www.h2o.ai/driverless-ai/.

For a third-party review, please see https://www.infoworld.com/article/3236048/machine-learning/review-h2oai-automates-machine-learning.html.


**Have Questions?**

If you have questions about using Driverless AI, post them on Stack Overflow using the driverless-ai tag at http://stackoverflow.com/questions/tagged/driverless-ai.


.. toctree::
   :maxdepth: 2
   :caption: Release Notes

   release_notes

.. toctree::
   :maxdepth: 2
   :caption: Installing and Upgrading

   installing
   upgrading

.. toctree::
   :maxdepth: 2
   :caption: Using Driverless AI

   launching
   interpreting
   viewing-explanations
   score-on-another-dataset
   transform-another-dataset
   scoring-pipeline
   view-experiments
   viewing-datasets
   launch-h2oflow

.. toctree::
   :maxdepth: 2
   :caption: Configuration

   connectors
   config_toml

.. toctree::
   :maxdepth: 2
   :caption: Frequently Asked Questions

   faq

.. toctree::
   :maxdepth: 2
   :caption: Appendices

   transformations
   python

.. toctree::
   :maxdepth: 2
   :caption: References

   references