mwilliammyers/matchstick repository overview

⁠matchstick

An opinionated docker⁠ image for data science with Pytorch⁠.

warning: both jupyter notebook⁠ and tensorboard⁠ serve unencrypted content

⁠requirements

• docker⁠ >=19.0.0
• nvidia-docker⁠ for optional GPU support

⁠usage

docker run -it --rm --gpus=all -p 8888:8888 -p 6006:6006 mwilliammyers/matchstick

and then copy the URL that looks like http://127.0.0.1:8888/?token=... into your browser; replacing 127.0.0.1 with the appropriate hostname if necessary.

You can also run it detached:

docker run -d --restart=always --name=matchstick --gpus=all -p 8888:8888 -p 6006:6006 mwilliammyers/matchstick

in which case you will need to run docker logs matchstick to view the container logs to obtain the URL + token.

⁠features

• pytorch⁠
• GPU/CUDA⁠
• pytorch-ignite⁠
• tensorboard⁠
• jupyter notebook⁠
• all the rest of the usual suspects like numpy⁠ etc.