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39 search results found

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

BLAS-like Library Instantiation Software Framework

Owl - OCaml Scientific Computing @ https://ocaml.xyz

Tiramisu ⭐ 872

A polyhedral compiler for expressing fast and portable data parallel algorithms

Teaching ⭐ 802

Teaching Materials for Dr. Waleed A. Yousef

Kotlingrad ⭐ 489

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Peroxide ⭐ 418

Rust numeric library with R, MATLAB & Python syntax

V library to develop Artificial Intelligence and High-Performance Scientific Computations

Krylov.jl ⭐ 291

A Julia Basket of Hand-Picked Krylov Methods

Cpmoptimize ⭐ 173

🚀 🐍 Optimizes Python bytecode calculating linear recurrences, reducing the time complexity from O(n) to O(log n)

Mkl.net ⭐ 132

A simple cross platform .NET API for Intel MKL

Xitorch ⭐ 108

Differentiable scientific computing library

Quant Notes ⭐ 101

Quantitative Interview Preparation Guide, updated version here ==>

🚀 Automatically compile linear algebra R code to C++ with Armadillo

Machine learning and scientific computing (linear algebra, statistics, optimization) javascript libraries, with an online lab.

Python code implementing the power method for Singular Value Decomposition

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Nagpythonexamples ⭐ 52

Examples and demos showing how to call functions from the NAG Library for Python

Pyproximal ⭐ 40

PyProximal – Proximal Operators and Algorithms in Python

Numerics Notes ⭐ 40

Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing

a header-only c++ numeric library

JS ND-Arrays inspired by NumPy.

Mathcore ⭐ 24

Advanced .NET math library (.NET Standard).

Projects ⭐ 20

Various Small Projects on Various Subjects

Idiomatic Kotlin extensions for ojAlgo

Solving the Trust Region Subproblem as an Eigenproblem in Julia

Foundations of Machine Learning Course Materials.

A stand-alone pure Java library for linear algebra and machine learning

Linalg For Ds ⭐ 14

Linear Algebra and Optimization for Data Science

Book La Demo ⭐ 14

Demos for "Linear Algebra for DS, ML, and SP" book

Numerical Optimization Machine Learning ⭐ 9

Codes for popular numerical optimization methods and machine learning algorithms

A stand-alone pure C++ library for linear algebra and machine learning

Antaresprocessing ⭐ 7

Processes the input and output data of ANTARES

Hessianfree ⭐ 7

On the New method of Hessian-free second-order optimization

Computational Intelligence Slides Fall 2020 ⭐ 6

This is a course materials for the Fall 2020 class on Computational Intelligence (with a heavy focus on Linear Algebra and Convex Optimization tools, according to the needs of the student curriculum)

A MATLAB MEX Interface for the GLPK Library

Proof Based Math Readings ⭐ 5

📕 Proof-Based Math Readings is a free and independent online reading group where we study mathematics required in economics master's/PhD programs using an intuitive approach.

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