heatonresearch/jupyter-python-r repository overview

⁠docker-jupyter-python-r

This is a Docker image that I created to launch Jupyter notebooks that can be used in conjunction with my course and videos:

• T81-558: Applications of Deep Learning⁠
• Heaton Research YouTube Channel⁠

Contains:

• TensorFlow 2.11
• PyTorch 1.13.1
• Anaconda Python 3.10
• Note: this docker image previously contained R-lang; which has not been used in my course for some time.
• Needed Python packages for my class

This docker image can be run with the following command. You should mount a local path so that your notebooks can be saved outside the Docker container.

docker run -it --rm --gpus all -p 8888:8888 -v [local path]:/content/mnt/ heatonresearch/jupyter-python-r 

It is suggested that you mount a volumne to store your files. Any changes that you make to the docker container will be lost when you exit. If you wish to keep your container, then remove the --rm. See Docker command line instructions for more information on managing containers and images.

You will then access the notebook with this URL:

http://127.0.0.1:8888/?token=[your⁠ token]

You can get the token from the console output from the docker run command.