Showing posts with label statistics. Show all posts
Showing posts with label statistics. Show all posts

Monday, 8 September 2014

Best Linux Tools for Mathematics, Scientific calculations, Algebra and Graphs


Mathematics with Linux are very interesting. Below is an overview of main programs for calculation, algebra, and graphs for scientific applications. These programs run on Red Hat Fedora and other Linux branches : Ubuntu / Mint / Arch / Suse / CentOS / Debian / Knoppix




Scientific Calculation

R A language for statistical computing and graphics (R-core)
rkward IDE/GUI for the R-project
calctool A multi-GUI (terminal, X, XView) calculator program
Sage. It's basically a Mathematica/Maple replacement.
Maxima Symbolic mathematics program. like Maple and Mathematica (maxima-gui wxMaxima)
octave High-level interactive language for numerical computations clone of Matlab
octave-forge Many additional features to math/octave
rascal The Advanced Scientific CALculator
scigraphica A scientific application for data analysis and technical graphics
scilab A free Matlab clone by INRIA & ENPC
petsc Portable, Extensible Toolkit for Scientific computation Portable, Extensible Toolkit for Scientific computation Portable, Extensible Toolkit for Scientific computation
sage sagemath basically a Mathematica/Maple replacement.
gsl GNU Scientific Library http://www.gnu.org/s/gsl/
SpeedCrunch Fast, high precision and powerful desktop calculato http://speedcrunch.org/en_US/index.html
mathomatic computer Algebra system (CAS) and calculator
Root Data Analysis http://root.cern.ch/drupal/

Graphing-Plotting

biggles Create publication-quality 2D scientific plots
linux-dislin A scientific data plotting package
ngraph A XY plotting tool for students, scientists and engineers
qscanplot A program to extract data from scanned plots, graphs and figures
lybniz Mathematical function graph plotter
matplotlib Python plotting library http://matplotlib.sourceforge.net/
GGobi Data Visualization http://www.ggobi.org/
G3DATA Extracting data from graphs http://www.frantz.fi/software/g3data.php
gnuplot graphing tool
grace WYSIWYG tool to make two-dimensional plots of numerical data


Diverses

py-gato A Python-based toolbox to visualise algorithms on graphs
py-gnuplot Python interface to gnuplot plotting program
py-gsl Python interface to GNU Scientific Library
py-numeric The Numeric Extension to Python
py-numeric17 The Numeric Extension to Python
py-probstat Probability And Statistics Utils for Python
py-scientific Collection of Python modules for scientific computing
SciPy Scientific tools for Python http://www.scipy.org/
Spyder Scientific PYthon Development EnviRonment http://packages.python.org/spyder/

Units

GNU Units Scale converter http://www.gnu.org/s/units/