Resources

Programming

R

• R Project Website - Website for the community project.
• Hadley Wickham’s Advanced R Book Companion Website
• RStudio Website - Website for the company offering the RStudio IDE (integrated development environment).
• R for Data Science - Website for a free book on using R for data science. Written by the founder of RStudio.

Git and Github

• git Reference
• Understanding git Conceptually - A tutorial for the most common operations.
• GitHub git Desktop Client - A desktop client for git for Mac OS X and Windows.
• githug - A command line based game to learn git. Highly recommended!

Programming in General

• Atom - A popular text editor for programmers.
• Sublime - Another editor popular among programmers.

Statistics and Machine Learning

Tools

• WEKA - A tool (and programming library) that provides access to a wide selection of machine learning algorithms.

High-Performance Computing

Orchestra

• Account Request Form
• New User Guide

LSF - Load Sharing Facility

• Using LSF on Orchestra
• Wikipedia

Visualization

Techniques

• treevis.net - Overview of visualization techqniues for trees.
• setviz.net - Overview of visualization techqniues for sets.
• timeviz.net - Overview of visualization techniques for time-oriented data.

ggplot2 Library

• ggplot2 Website - Website for the project.
• ggplot2 Documentation - Comprehensive documentation of the R package.
• R Graph Gallery - Example plots using ggplot2 on the R Graph Gallery website.
• ggplot2 Extensions - Extension packages for ggplot2.