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ml-docker-setup

Docker setup for ML projects

Build Docker images

Supported images

  • base-ml: ml docker image with jupyterlab
  • nodejs: nodejs docker image with python and pandas support
  • qiskit: qiskit docker image for trying out quantum computing examples
  • ml-learn: ml docker image with octave

Commands

Building image

./setup/build-image.sh <image-name>

For example,

./setup/build-image.sh nodejs

Kill container

./setup/kill-container.sh <image-name>

Start container

./setup/start-container.sh <action> <image-name> <volume-dir>

The supported actions are given below:

create a container

./setup/start-container.sh create nodejs /home/user/data/

where /home/user/data/ is mounted as a volume in the created container

restart a closed container

./setup/start-container.sh restart nodejs

attach to running container

./setup/start-container.sh attach nodejs

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Docker setup for ML projects

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