Docker Containers for Numerical Optimal Transport

Getting Started

To get started, install Docker and pull the latest Fedora 31 container:

docker pull fedora:31

Build Containers

The build sequence is as follows.

1. Base container with core libraries:

   docker build --tag=monge-base:latest --tag=monge-base:stable -f ./monge-base/monge-base.Dockerfile ./monge-base
   

2. Install dependencies for the OT libraries:

   docker build --tag=monge-depen:latest --tag=monge-depen:stable -f ./monge-depen/monge-depen.Dockerfile ./monge-depen
   

3. Build OT libraries:

   docker build --tag=monge-ot-libs:latest --tag=monge-ot-libs:stable -f ./monge-ot-libs/monge-ot-libs.Dockerfile ./monge-ot-libs
   

Running Jupyter Lab

To run the final Docker image in interactive mode with port 8888 open:

docker run -it --rm -p 8888:8888 monge-ot-libs

To run Jupyter Lab

cd ~/ot_libs
jupyter lab --ip=0.0.0.0 --allow-root

To share files between the host and the container:

docker run -it --rm -p 8888:8888 -v <your/local/folder>:<your/container/folder> monge-ot-libs

Misc Docker Commands

• To list your Docker images

  docker images
  

• To delete an image

  docker image rm <Image ID> --force