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
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
LSF - Load Sharing Facility
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.