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Last pushed: 2 days ago
Short Description
An extension to Kaggle python docker for data sciences
Full Description

Python docker for datascience

An extension to the Kaggle python docker for data science. The prebuilt version of this extension is at sharif1093/python-datascience-docker. Useful links:

Installtion

To install the prebuilt docker image from http://www.docker.com, use the following instaructions:

docker run -d --name python-server -v ADDRESS/TO/YOUR/PYTHON/WORKSPACE:/tmp/working -p 8888:8888 --restart=always sharif1093/python-datascience-docker

Then to access the Jupiter notebook on the docker, type the following in your browser:

IP.OF.DOCKER.IMAGE:8888

You will have access to it, locally and remotely.

Instructions

To see the activity logs of the running server, run:

docker logs -f python-server

To access to the server shell, run:

docker exec -it python-server bash

To stop the server run:

docker stop python-server

And to start it again run:

docker start python-server

And finally, to remove the docker image while it is stopped, run:

docker rm python-server
docker rmi sharif1093/python-datascience-docker

Setting up custom Jupyter server

Read this document to learn more about setting up a public Jupyter server.

Guide on using Jupyter

There are many nice references on using Jupyter. You may find one of them here. An amazing set of Jupyter notebooks might be found here. This is the pdf version of the Jupyter doc on readthedocs. This guide on tips & tricks of Jupyter is also interesting to know.

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sharif1093

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