Giter Club home page Giter Club logo

jupyter-geneva-ds's Introduction

Docker image for data-science

This is a customization of the docker jupyter/scipy-notebook image with additional packages and configurations.

Running the image

The container can be run with an helper script or manually.

Use helper scripts

Windows 10

Open a PowerShell prompt and use runme.ps1 script.
Get help with: Get-Help .\runme.ps1.

Linux/Mac OS X

In a terminal use the runme.sh script.
Get help with: ./runme.sh -h.

Run without helper scripts

Assuming you want to share the host directory <myhostdirectory>. The image can be run manually with:

$ docker run -ti -p 8888:8888 -v <myhostdirectory>:/home/jovyan/work <imagename>

Then open the webpage.

On Linux/Mac it may be useful to set the user and group ids so that ownership of files between docker container and host is preserved:

$ docker run -ti --user $(id -u):$(id -g) --add-group users \ 
         -p 8888:8888 -v <myhostdirectory>:/home/jovyan/work \ 
        <imagename>

Important Notes:

  • Differently from the use of the helper scripts, the change to the working directory /home/jovyan/work is not performed automatically.
  • It is recommended not to share the host directory with a sub-directory of the container home to avoid interference of the host directory with the container environment.

Creating a derived image

TODO

Adding and modifying packages or configurations

A python package can be added modifying the environment.yml file.
A post install script post-install.sh is run after installing the python packages, provide additional configuration/installation steps in this script.

List of installed software

Build and run the image, the list of available packages will be appended to this README file.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.