h2oai/h2o-tutorials

Name: h2o-tutorials

Owner: H2O.ai

Description: Tutorials and training material for the H2O Machine Learning Platform

Created: 2015-08-05 20:26:22.0

Updated: 2018-01-17 18:29:27.0

Pushed: 2018-01-18 16:31:51.0

Homepage: http://h2o.ai

Size: 624728

Language: Jupyter Notebook

GitHub Committers

User	Most Recent Commit	# Commits

Other Committers

User	Email	Most Recent Commit	# Commits

README

H2O Tutorials

This document contains tutorials and training materials for H2O-3. Post questions on StackOverflow using the h2o tag at http://stackoverflow.com/questions/tagged/h2o or join the “H2O Stream” Google Group:

• Web: https://groups.google.com/forum/#!forum/h2ostream
• E-mail: mailto:h2ostream@googlegroups.com

Finding tutorial material in Github

Most current material

Tutorials in the master branch are intended to work with the lastest stable version of H2O.

| | URL | | — | — | | Training material | https://github.com/h2oai/h2o-tutorials/blob/master/SUMMARY.md | | Latest stable H2O release | http://h2o.ai/download |

Historical events

Tutorial versions in named branches are snapshotted for specific events. Scripts should work unchanged for the version of H2O used at that time.

H2O World 2017 Training

| | URL | | — | — | | Training material | https://github.com/h2oai/h2o-tutorials/tree/master/h2o-world-2017/README.md | | Wheeler-2 H2O release | http://h2o-release.s3.amazonaws.com/h2o/rel-wheeler/2/index.html |

H2O World 2015 Training

| | URL | | — | — | | Training material | https://github.com/h2oai/h2o-tutorials/blob/h2o-world-2015-training/SUMMARY.md | | Tibshirani-3 H2O release | http://h2o-release.s3.amazonaws.com/h2o/rel-tibshirani/3/index.html |

R Tutorials

• Intro to H2O in R
• H2O Grid Search & Model Selection
• H2O Deep Learning in R
• H2O Stacked Ensembles
• h2oEnsemble R package

Python Tutorials

• Intro to H2O in Python
• H2O Grid Search & Model Selection
• H2O Stacked Ensembles

For most tutorials using python you can install dependent modules to your environment by running the following commands.

 current user
install -r requirements.txt

 root user
 -E pip install -r requirements.txt

Note: If you are behind a corporate proxy you may need to set environment variables for https_proxy accordingly.

 you are behind a corporate proxy
rt https_proxy=https://<user>:<password>@<proxy_server>:<proxy_port>

 current user
install -r requirements.txt

 you are behind a corporate proxy
rt https_proxy=https://<user>:<password>@<proxy_server>:<proxy_port>

 root user
 -E pip install -r requirements.txt