Software Resources

This compilation will grow. Feel free to suggest additions.
 

Software Depositories and Directories:

• The Astrophysics Source Code Library (ASCL)

• AstroPython

• Skysoft astronomical software directory

• Glue Python library for data visualization

Programming Languages and Libraries:

• R: Official Manuals , Advanced R programming , R-Inferno (book download), R-studio

• Matlab: Official Documentation , SOM Toolbox , Bayesian Net Toolbox for Matlab , Netlab

• Other Libraries: Sci-kit Learn (Python) , FANN , LibSVM

Web Services and standalone applications:

• DAME (DAta Mining and Exploration)

• Weka (Data mining software in Java)

• Orange (open source data analysis and visualization)

• VOStat (Virtual Observatory statistics web services): Penn State version , VO India version

Statistics:

• The Astrostatistics and Astroinformatics Portal at PSU maintains an extensive set of links in this arena

Data Visualization:

• ParaView data analysis and visualization application

• D3.js JavaScript library

• Three.js JavaScript library/API

• VisIt visualization, animation and analysis tool

• Mondrian statistical data visualization system

• Vega visualization grammar

• Datashader graphics pipeline system

• Matplotlib Python 2D plotting library

• Edward Tufte's website