List of numerical libraries and List of statistical packages

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Difference between List of numerical libraries and List of statistical packages

List of numerical libraries vs. List of statistical packages

This is a list of notable numerical libraries, which are libraries used in software development for performing numerical calculations. Statistical software are specialized computer programs for analysis in statistics and econometrics.

Application programming interface

In computer programming, an application programming interface (API) is a set of subroutine definitions, protocols, and tools for building software.

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Automatic differentiation

In mathematics and computer algebra, automatic differentiation (AD), also called algorithmic differentiation or computational differentiation, is a set of techniques to numerically evaluate the derivative of a function specified by a computer program.

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C++

C++ ("see plus plus") is a general-purpose programming language.

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Deep learning

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms.

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Free software

Free software or libre software is computer software distributed under terms that allow users to run the software for any purpose as well as to study, change, and distribute it and any adapted versions.

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GNU Octave

GNU Octave is software featuring a high-level programming language, primarily intended for numerical computations.

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IMSL Numerical Libraries

IMSL (International Mathematics and Statistics Library) is a commercial collection of software libraries of numerical analysis functionality that are implemented in the computer programming languages C, Java, C#.NET, and Fortran.

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Java (programming language)

Java is a general-purpose computer-programming language that is concurrent, class-based, object-oriented, and specifically designed to have as few implementation dependencies as possible.

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Library (computing)

In computer science, a library is a collection of non-volatile resources used by computer programs, often for software development.

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List of computer algebra systems

The following tables provide a comparison of computer algebra systems (CAS).

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List of information graphics software

This is a list of software to create any kind of information graphics.

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List of numerical analysis software

Listed here are end-user computer applications intended for use with numerical or data analysis.

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Machine learning

Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

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MATLAB

MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment and proprietary programming language developed by MathWorks.

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Microsoft Excel

Microsoft Excel is a spreadsheet developed by Microsoft for Windows, macOS, Android and iOS.

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MLPACK (C++ library)

mlpack is a machine learning software library for C++, built on top of the Armadillo library.

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NAG Numerical Library

The NAG Numerical Library is a software product developed and sold by The Numerical Algorithms Group.

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Open-source model

The open-source model is a decentralized software-development model that encourages open collaboration.

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Perl

Perl is a family of two high-level, general-purpose, interpreted, dynamic programming languages, Perl 5 and Perl 6.

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Perl Data Language

Perl Data Language (abbreviated PDL) is a set of free software array programming extensions to the Perl programming language.

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Python (programming language)

Python is an interpreted high-level programming language for general-purpose programming.

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SciPy

SciPy (pronounced /ˈsaɪpaɪ'/ "Sigh Pie") is a free and open-source Python library used for scientific computing and technical computing.

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Supercomputer

A supercomputer is a computer with a high level of performance compared to a general-purpose computer.

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