AutoML
Docker setup
Download Docker
Docker tutorial
Docker python images
Setup docker container for AutoML
Build image
docker build --tag server .
Run container
docker run -it -p 8888:8888 server jupyter-lab --allow-root
Push changes to docker after running notebook experiments
docker ps -a #get image_id
docker commit image_id name
Copy notebooks from docker to local
cd automl #on local
docker cp image_id:/code/automl/notebooks .
Local to docker
docker cp notebooks/. image_id:/code/automl/notebooks
Remove Docker images
docker system prune -a # Removes base image and its derivatives
docker system prune # Removes image created over base
docker image ls -q
docker stop image_id
docker rm image_id