100 Days of ML Coding

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

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

A collection of algorithms and data structures

Statistical Machine Intelligence & Learning Engine

A library for visualization and creative-coding

Math.NET Numerics

Linear algebra library for Rust.

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

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

Like NumPy, in JavaScript

Go scientific library for machine learning, linear algebra, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, graph, plotting, visualisation, tensors, eigenvalues, differential equations, more.

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

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

A language for computing on sparse systems

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

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

List of DL topics and resources essential for cracking interviews

List of resources & possible pathway for the Math of Machine Learning and AI.

Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net

Teaching Materials for Dr. Waleed A. Yousef