Data Science Software Stack Docker Prototype

Docker images providing the following data science software stacks for peronsal use:

Anaconda Python with Jupyter Notebook
Rstudio Server
Apache Spark (Stand-alone)
Tensorflow (cpu and gpu versions)
h2o
xgboost
lightgbm

See wiki for additional information.

Built docker images can be found at dockerhub.com

This work inspired by these talks:

System Requirements:

MacOS
Docker for Mac 18.06.1 ce (requires kubernetes enabled)
Chrome Browser

Directories:

bin scripts to start and stop containers
h2oai h2o Flow server
jpynb Anaconda Python with additional packages: h2o, xgboost, lightgbm
pyspnb Ancaonda Python with stand-alone Spark
rstudio Rstudio Server (Community Edition)
tfcpu Tensorflow with Python 3 and Jupyter Notebook (cpu)
tfgpu Tensorflow with Python 3 and Jupyter Notebook (gpu)