Software tools

On this page, you will find a list of useful publicly available software tools, for data analysis, graphical display, etc.

Emulation, file management

• XQuartz X-window system for Mac
• PuTTY Telnet/SSH client for Windows and Unix
• Fugu Secure File Transfer for Mac

Numerical tools and libraries

• Numerical Recipes
• GNU Fortran
• Octave, a free alternative to Matlab
• Python, a programming language
  • Canopy Scientific and Analytic Python Deployment with Integrated Analysis Environment
  • Anaconda Python distribution for large-scale data processing, predictive analytics, and scientific computing
  • SageMath Free open-source mathematics software system licensed under the GPL. Its mission is to create a viable free open source alternative to Magma, Maple, Mathematica and Matlab
  • IPython Powerful interactive shells and browser-based notebook for Python
  • NumPy and Scipy Fundamental packages for scientific computing with Python
  • matplotlib A python 2D (and 3D basic support) plotting library which produces publication quality figures
  • Seaborn Python visualization library based on matplotlib. It provides a high-level interface for drawing attractive statistical graphics
  • Spyder Open source cross-platform Integrated Development Environment for scientific programming in the Python language. Spyder integrates NumPy, SciPy, Matplotlib and IPython, as well as other open source software
  • PyCharm PyCharm is an Integrated Development Environment used for programming in Python. It provides code analysis, a graphical debugger, an integrated unit tester, integration with version control systems, and supports web development with Django
  • VPython Python programming language plus a 3D graphics module called "visual". VPython makes it easy to create navigable 3D displays and animations
  • Mayavi An application and library for interactive scientific data visualization and 3D plotting in Python

Mathematical tools

• Mathics, a free alternative to Mathematica
• SymPy, symbolic calculus using Python
• Abramowitz and Stegun: Handbook of Mathematical Functions

Graphical tools

• GNUplot, also see gnuplotting.org, for producing graphs from data
• GIMP, graphics editor
• ImageJ, graphics editor and image analysis
• InkScape, vector graphics editor

Text editing tools

• LaTeX
  • TeXShop, complete LaTeX + BibTeX package for Mac
  • BibDesk, bibliography manager for Mac
  • LaTeXiT, compiles LaTeX formulas for presentations for Mac
• Emacs, powerful plain text editor
• TextWrangler, powerful plain text editor for Mac
• LibreOffice, office suite of programs

See also

• Digital tools for researchers
• List of revision control software