Run tensorflow/tensorflow:latest-gpu-jupyter docker image on localhost without having to authenticate. Useful if you SSH into your machine etc.

docker-compose.yml

version: "3.9"

# https://www.tensorflow.org/install/docker
services:
  tensorflow:
    image: tensorflow/tensorflow:latest-gpu-jupyter # https://hub.docker.com/r/tensorflow/tensorflow/
    container_name: tensorflow
    hostname: tensorflow
    # https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/dockerfiles/dockerfiles/gpu-jupyter.Dockerfile
    # https://stackoverflow.com/a/60327026
    # https://stackoverflow.com/a/47509274
    command: bash -c "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root --NotebookApp.token='' --NotebookApp.password=''"
    restart: unless-stopped
    environment:
      - PUID=1000
      - PGID=1000
      - TZ=Etc/UTC
    # https://stackoverflow.com/a/68385928
    deploy:
      resources:
        reservations:
          devices:
          - capabilities: [gpu, utility, compute, video]
    ports:
      - 127.0.0.1:8888:8888
    volumes:
      - ~/tensorflow/notebooks:/tf/notebooks