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Running FEDOT in Docker

Here are some dockerfiles to run FEDOT

Versions

  • Dockerfile Full version of FEDOT (fedot + fedot[extra]) for python 3.8
  • Dockerfile_light Light version of FEDOT (fedot only) for python 3.8
  • GPU A GPU version of FEDOT for python 3.8
  • Dockerfile_Jupiter A Jupiter notebook version for python 3.10. Below you can find an instruction on how to run it under Linux.

Jupiter

  • check docker (docker-compose) docker (docker-compose) should be installed
  • git clone https://github.com/aimclub/FEDOT.git clone this repo
  • cd FEDOT navigate to the root folder
  • cd docker/jupiter navigate to the docker folder with jupiter notebook files
  1. Run using docker-compose
  1. Run using docker
  • docker build -t jupyter-fedot -f Dockerfile_Jupiter . buid an image and give it a tag "jupyter-fedot"
  • docker run -p 8888:8888 -v $(pwd):/home/jovyan/work jupyter-fedot run a container, it will be available under http://[YOUR_IP]:8888, here we use current dirrectory to store all files
  • copy the URL with a token and open in a browser - if everything runs nornally you will see a link like http://127.0.0.1:8888/lab?token=db8ce02fbed23c3ecd896408a494de176a70d73cf51e203f