There are 50 repositories under linear-algebra topic.
100 Days of ML Coding
A collection of algorithms and data structures
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
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
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2022 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
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
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
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.
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
BLAS-like Library Instantiation Software Framework
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
Owl - OCaml Scientific Computing @ http://ocaml.xyz
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
LAPACK development repository
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
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Teaching Materials for Dr. Waleed A. Yousef
Linear algebra in TypeScript.
A header-only C++ library for large scale eigenvalue problems
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
Data Science Roadmap from A to Z