Python Data Analysis Library (pandas) - Providing high-performance, easy-to-use data structures and data analysis tools with Python programming language.jamovi - Statistics package, which is easy to use, and designed to be familiar to users of SPSS.JAGS (Just another Gibbs sampler) - Cross-platform program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation.gretl - A cross-platform software package for econometric analysis, written in the C programming language.See also Wikipedia:Comparison of statistical packages. || scilab AUR, scilab-bin AUR, scilab-git AUR Statistics Its syntax is not equivalent to that of Matlab, but it can be easily converted. Scilab - Matlab alternative used for numerical computations.Alternative to Magma, Maple, Mathematica and Matlab. SageMath - Mathematics software system, that combines many existing open-source packages into a common Python interface.Octave - MATLAB-like language and interface for numerical computations.matplotlib (PyLab) - Collection of Python modules (pyplot, numpy, etc.) used for scientific calculations.Kig - Application for Interactive Geometry.Julia - High-level, high-performance dynamic language for technical computing.GeoGebra - Dynamic mathematics software with interactive graphics, algebra and spreadsheet. FreeMat - Matlab-like program that supports many of its functions and features a codeless interface to external C, C++, and Fortran code, further parallel distributed algorithm development (via MPI), and 3D visualization capabilities.Used for a wide variety of numerical applications, which includes spectral methods. FFTW - A Fast Fourier Transform library for computing discrete Fourier transforms.EngLab - Cross-compile mathematical platform with a C like syntax.Cantor - Application that lets you use your favorite mathematical applications from within a nice KDE-integrated Worksheet Interface.Cadabra - A field-theory motivated approach to computer algebra.See also Wikipedia:Comparison of numerical analysis software. || graphviz Scientific or technical computing Graphviz - The established tool for displaying smallish graphs in 2D.See this issue on the Graphia Github for the Arch Linux package dependencies of Graphia. Graphia - Visualizes large graphs specified in various formats (including GML and GraphML) in 3D space in real time.|| giac Visualization of networks/graphs Xcas - User interface to Giac, a free, basic computer algebra system.wxMaxima - Graphical user interface for Maxima being a powerful computer algebra system.Singular - Computer algebra system for polynomial computations, with special emphasis on commutative and non-commutative algebra, algebraic geometry, and singularity theory. PARI/GP - Computer algebra system designed for fast computations in number theory.Maxima - Maple/ Mathematica-like computer algebra system.Mathomatic - General purpose Computer Algebra System written in C.It relies mostly on Sympy for most mathematical tasks and, optionally, Sage for more advanced functionality. It aims at achieving a Mathematica-compatible syntax and functions. Mathics - A free CAS for symbolic mathematical computations which uses Python as its main language.GAP - Computer algebra system for computational discrete algebra with particular emphasis on computational group theory.AXIOM - FriCAS: derivative of the powerful AXIOM-CAS. See also Wikipedia:Comparison of computer algebra systems.
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