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Docker-based Data Science Template for VS Code

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Docker-based Data Science Template for VS Code

  • Python
  • Docker
  • Jupyter
  • TensorFlow
  • TensorBoard
  • GPU Support

Starting Jupyter Lab and TensorBoard

$ docker/docker-forever.sh [--jupyter_port=####|8888] [--tensorboard_port=####|6006]

Running Python from VS Code

  • Build docker image with "Build Image" command from the command palette.
  • Run or debug, python interpreter in the docker will be used automatically to execute the active file.

Misc

  • TensorBoard log dir inside container is at /app/.tensorboard.
  • Edit JUPYTER_TOKEN argument in docker/Dockerfile to set Jupyter access token

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Docker-based Data Science Template for VS Code

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