matrix-calculations

Open-source projects categorized as matrix-calculations
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Language: + Jupyter Notebook + C + Clojure + C++ + PHP + TypeScript + C#
Topics: Matrix matrix-functions Linear Algebra matrix-multiplication matrix-factorization
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Top 7 matrix-calculation Open-Source Projects

  • Linear-Algebra-With-Python

    Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

    • Project mention: Python for Econometrics for Practitioners [Free Online Courses] | /r/CompSocial | 2023-08-24

    Linear Algebra with Python: This training will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skill sets. Suitable for statisticians, econometricians, quantitative analysts, data scientists, etc. to quickly refresh linear algebra with the assistance of Python computation and visualization. Core concepts covered are: linear combination, vector space, linear transformation, eigenvalues and -vector, diagnolization, singular value decomposition, etc.

  • blis

    BLAS-like Library Instantiation Software Framework

    • Project mention: Faer-rs: Linear algebra foundation for the Rust programming language | news.ycombinator.com | 2024-04-24

    BLIS is an interesting new direction in that regard: https://github.com/flame/blis

    >The BLAS-like Library Instantiation Software (BLIS) framework is a new infrastructure for rapidly instantiating Basic Linear Algebra Subprograms (BLAS) functionality. Its fundamental innovation is that virtually all computation within level-2 (matrix-vector) and level-3 (matrix-matrix) BLAS operations can be expressed and optimized in terms of very simple kernels.

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  • neanderthal

    Fast Clojure Matrix Library

  • Tiger

    C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators (by hosseinmoein)

  • Fermat

    A library providing math and statistics operations for numbers of arbitrary size.

  • vector

    A linear algebra library for TypeScript and JavaScript (by jbrown1618)

  • OpenGLGameCS

    soon to be a sort of 3d game you can walk around in

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source matrix-calculation projects? This list will help you:

Project Stars
1 Linear-Algebra-With-Python 2,160
2 blis 2,107
3 neanderthal 1,042
4 Tiger 107
5 Fermat 64
6 vector 13
7 OpenGLGameCS 5

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