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Docker MLDM

my docker-compose environment for machine learning products, including:

  1. machine learning environment
  2. redis-cache
  3. mongodb
  4. postgres db

If you don't need 2-4, un-comment the first couple of lines to start a single container for machine learning!

How to use

just follow the script number:

  • 0-prepare-host.sh
    install docker and add yourself into docker group.
    (NOTE: have to re-login to activate docker group!)

  • 1-build-mldm.sh
    build my machine learning toolbelt container, feel free to append anything you like in Dockerfile!

  • 2-start-mldm.sh
    start the container with some environment setup script, with ipython notebook in http://<your_machine>:8888

Enjoy!

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my machine learning docker-compose setup

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