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Data Science Workbench

This repository contains a simple Vagrant box based on Ubuntu 14.04.4 LTS. It's Ansible provision playbook installs Jupyter, Python 3 kernel and all basic scientific libraries.

Getting Started

  1. Make sure following software is installed on your host machine: VirtualBox, Vagrant, Ansible.
  2. Clone/Download the repository
  3. Rename file settings.yml.example to settings.yml
  4. Edit any settings that you wish in settings.yml
  5. Boot up the machine with vagrant up
  6. Access your notebook using http://localhost:8888 or hostname:port of your choice

Jupyter

Latest Jupyter (IPython) is installed through pip using Python 3.

Python kernel

Uses Python 3. Following pip packages are installed:

  • numpy
  • scipy
  • pandas
  • matplotlib
  • scikit-learn
  • networkx

R kernel

Uses RStudio version of R, which is 3.3 at the moment.