Clone Repository

For Windows make sure to be inside a sub folder of C:\Users or else you will get permission errors

Setup

Setup Image

Do one of these :

1

to build locally:

docker build -t jupyter_stacks_tensorflow .

2

to download prebuilt image from https://hub.docker.com/ :

docker pull nikitavr/jupyter_stacks_tensorflow

Going forward use nikitavr/jupyter_stacks_tensorflow in the instructions instead of jupyter_stacks_tensorflow

3

to download prebuilt image without NLTK from https://hub.docker.com/ :

docker pull nikitavr/jupyter_stacks_tensorflow_lite

Going forward use nikitavr/jupyter_stacks_tensorflow_lite in the instructions instead of jupyter_stacks_tensorflow

Run Image

chown 1000 mount/ this sets docker as owner of mount folder so it can write to it when mounted inside container

run this if using docker toolbox, otherwise you can just use localhost when connecting docker-machine ip save this IP somewhere

docker run --rm -p 8888:8888 -e JUPYTER_ENABLE_LAB=yes -v "$PWD"/mount:/home/jovyan/work jupyter_stacks_tensorflow

then go to http://<machine ip>:8888/?token=<token>

Troubleshooting

Port taken ( by previosly running container )

docker container ls look for ID of your already running process

docker kill <id>

Docker says no space left on device :

https://stackoverflow.com/questions/30604846/docker-error-no-space-left-on-device

Cleanup : docker volume rm $(docker volume ls -qf dangling=true)

Get rid of <none> images : docker rmi $(docker images | grep '^<none>' | awk '{print $3}')

run the command again docker run --rm -p 8888:8888 -e JUPYTER_ENABLE_LAB=yes -v "$PWD"/mount:/home/jovyan/work jupyter_stacks_tensorflow

Mount Permissions

https://jupyter-docker-stacks.readthedocs.io/en/latest/using/common.html

-v /some/host/folder/for/work:/home/jovyan/work - Mounts a host machine directory as folder in the container.

Useful when you want to preserve notebooks and other work even after the container is destroyed.

You must grant the within-container notebook user or group (NB_UID or NB_GID) write access 

to the host directory (e.g., sudo chown 1000 /some/host/folder/for/work).