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luissalgadofreire/h2o-python

By luissalgadofreire

Updated about 9 years ago

Creates a machine learning environment using h2o flow in python mode.

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luissalgadofreire/h2o-python repository overview

About this Repo

This image creates a machine learning environment using h2o flow in python mode.

It is based on the official jupyter/minimal-notebook. It:

  1. Installs jupyter/base-notebook using the official image.
  2. Installs some OS dependencies for a functional OpenAI Gym (reinforcement learning) environment.
  3. Installs ffmpeg for video handling.
  4. Installs Oracle Java 8 for a functional h2o environment.
  5. Adds the menpo channel to conda so additional packages may be installed (like opencv3).
  6. Sets the /home/jovyan/work directory as the working directory.
  7. Installs packages listed in requirements-conda.txt using conda.
  8. Installs packages listed in requirements-pip.txt using pip.
  9. Copies all files in the project directory to /home/jovyan/work in the target container.
  10. Installs h2o on python.

Important: The following libraries are required by H2O:

  • requests
  • tabulate
  • scikitlearn
  • colorama
  • future

Tag summary

Content type

Image

Digest

Size

1.5 GB

Last updated

about 9 years ago

docker pull luissalgadofreire/h2o-python