pytorch jupyter

What is this?: A quick hash of pytorch docker container that I modified to include jupyter. Make sure to read through to the bottom for tips section.

Requires

A working installation of Docker Engine with Docker Compose.

To use this neat little bundle of love.. (run commands from the project directory.)

to start

'docker-compose up'

To stop

'docker-compose stop

To Delete

'docker-compose down

All commands need to executed from the root directory of this project.

Why would I want to use this?: Exploring use of Pytorch with Jupyter using Docker magic.

After starting with docker compose then Then browse to http://localhost:8888

The password is listed in the README.md file in the .jupyter folder - YOU SHOULD CHANGE THIS.

Data: Persistent data will be stored in /workspace for notebooks and /.jupyter for .jupyter config dir on container

Persistent data stores setup for exiting and new files that can be modified by the container.

How did you make this? How did you make this?

I took a copy of the main pytorch image with 'docker pull pytorch/pytorch'

Jumped onto the running containing and installed jupyter from the container commandline like with: conda install -c anaconda jupyter

Then saved changes to the container and pushed it up to my buddhafinger repo.

https://hub.docker.com/r/buddhafinger/pytorch-jupyter/

Once I created and modified the jupyter config file I then wrapped it with docker-compose.

What's Next?: Maybe extend modules and support in docker container and provide some handy examples.

Tips? Some handy tip(s) below.

Example how to install module to your local instance using anaconda

import sys !conda install --yes --prefix {sys.prefix} numpy

#Note - The modules will exist as long as the container does, if you delete the container (not the image) you lose the updated modules, to get around this you can write docker changes to your local image. You can google how to that.

Jupyter setup tutorial - A nice walkthrough by Corey Schafer

https://www.youtube.com/watch?v=HW29067qVWk

Pytorch in 5 minutes - shout out to the legend Siraj Raval

https://www.youtube.com/watch?v=nbJ-2G2GXL0&vl=en

Pytorch Chatbot tutorial

https://pytorch.org/tutorials/beginner/chatbot_tutorial.html

Download more Jupyter tutorials for pytorch here!

https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html