linear-algebra

100 Days of ML Coding

A collection of algorithms and data structures

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Statistical Machine Intelligence & Learning Engine

A library for visualization and creative-coding

Math.NET Numerics

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

Like NumPy, in JavaScript

THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen

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

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.

Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz

BLAS-like Library Instantiation Software Framework

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

A linear algebra and mathematics library for computer graphics.

A polyhedral compiler for expressing fast and portable data parallel algorithms

Linear algebra in TypeScript.

Swift Matrix Library

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

Linear Algebra for Java

Teaching Materials for Dr. Waleed A. Yousef

A header-only C++ library for large scale eigenvalue problems

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.