mlsanityData to 7 Oct 2026

SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

arXiv 1907.10121 ↗First posted 23 Jul 2019cs.MS cs.DS cs.SEcited by 49

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Abstract (arXiv)

SciPy is an open source scientific computing library for the Python programming language. SciPy 1.0 was released in late 2017, about 16 years after the original version 0.1 release. SciPy has become a de facto standard for leveraging scientific algorithms in the Python programming language, with more than 600 unique code contributors, thousands of dependent packages, over 100,000 dependent repositories, and millions of downloads per year. This includes usage of SciPy in almost half of all machine learning projects on GitHub, and usage by high profile projects including LIGO gravitational wave analysis and creation of the first-ever image of a black hole (M87). The library includes functionality spanning clustering, Fourier transforms, integration, interpolation, file I/O, linear algebra, image processing, orthogonal distance regression, minimization algorithms, signal processing, sparse matrix handling, computational geometry, and statistics. In this work, we provide an overview of the capabilities and development practices of the SciPy library and highlight some recent technical developments.

Key facts. Cited by 49 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Jul 2019.

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Citing papers per year: 2021: 12; 2022: 22; 2023: 13; 2024: 0; 2025: 1; 2026: 1.

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