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Releases: jimthompson5802/datascience_containers

Release 0.10

08 Nov 01:13

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  • Update launch_dss to print suitable port connection message depending on platform
  • Disabled Jupyter notebook password prompting
  • Removed sample programs to separate directory
  • Simplified process to download images and start containers
  • Bootstrap scripts available to automatically configure gpu and non-gpu ec2 instances to support data science_containers
  • Published following docker images to dockerhub.com
Docker Image Description
dsimages/rstudio Rstudio Server Community Edition
dsimages/h2oai h2o Flow Server

Release 0.9

05 Nov 22:00
92c8c66

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Added following packages to jpynb image:

  • h2o
  • lightgbm
  • xgboost

Fixed permission issue between MacOS and Linux when running docker containers

Published several of the docker images to dockerhub.com

Docker Image Description
dsimages/jpynb Anaconda Python with Jupyter Notebook additional data science packages
dsimages/pyspnb Anaconda Python with Jupyter Notebook and Apache Spark (stand-alone)
dsimages/tfcpu TensorFlow with Python 3 and Jupyter Notebook
dsimages/tfgpu TensorFlow with Python 3 and Jupyter Notebook with CUDA libraries. Designed to run on AWS ec2 gpu-enabled instances.

Release 0.8

03 Nov 02:55
8013964

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Added h2o stack

Release 0.7

01 Nov 02:07

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  • Standardized location for source code directory (my_workarea)
  • Container with Anaconda Python and Tensorflow (cpu-only)

Release 0.6

28 Oct 21:10

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Removed Python 2.7 kernel from jpynb service

Separated starting service from launching web browser. Typical command sequence:
start_dss <service> <directory>
launch_dss <service>

Re-enabled password for Jupyter notebooks

Release 0.5

26 Oct 02:44

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Added Anaconda Python with stand-alone Spark

Release 0.4

05 Nov 22:06

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Support running with Kubernetes on the MacOS

Release 0.3

05 Nov 22:05

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Code clean-up

Release 0.2

05 Nov 22:05

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Provided several bash scripts to facilitate starting docker containers.

Release 0.1

05 Nov 22:04

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Initial release, working versions for Anaconda Python