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Data Science (DS) enviornment template

Docker image that would help you knitt an rmarkdown in a bash shell or fire up ipython for your workflow tuning with the latest python3 and R versions.

setup

  • R or Python3 libraries you need for your project's application.
  • add services and change the service name as you need in docker-compose.yml file
  • change the path to your data input and output in docker-compose.yml file
  • add the path to your local application in DockerFile
  • change the commands and entrypoints as you need in Dockerfile

execute

  1. fireup docker daemon
  2. docker-compose build <my service name>
  3. docker-compose run --rm <my service name>
  4. 🎉 may the force be with you!