Algebra Open Source Projects

The Open Source Data Science Masters

A curated list of awesome mathematics resources

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

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Linear algebra library for Rust.

List of Science courses with video lectures

Machine learning resources

Math.NET Numerics

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

Open book about math and programming.

BLAS-like Library Instantiation Software Framework

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

Abstract Algebra for Scala

This repository is for archival. Please see https://github.com/Mathics3/mathics-core

一些关于机器学习的学习资料与研究介绍

:sunglasses: List of helpful resources added by the community for the community!

DirectXMath is an all inline SIMD C++ linear algebra library for use in games and graphics apps

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

Lean 3's obsolete mathematical components library: please use mathlib4

Functional programming in Java

:triangular_ruler: Javascript Geometric Algebra Generator for Javascript, c++, c#, rust, python. (with operator overloading and algebraic literals) -

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

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

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

Build, display, and solve algebraic equations.

Resources for learning and using recursion schemes.

Introduction to Functional Programming using TypeScript and fp-ts.

Machine Learning library for Rust

Monads and other dark magic for Elixir

Pilot course for Robotics 101: Computational Linear Algebra

C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.

Computer Algebra System in Javascript (Typescript)

Main development repository for GAP - Groups, Algorithms, Programming, a System for Computational Discrete Algebra

linalg.h is a single header, public domain, short vector math library for C++

Project: M36 Relational Algebra Engine

The Egison Programming Language

Linear algebra in TypeScript.

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

Geometric Algebra for Python

A lightweight high performance tensor algebra framework for modern C++

Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

Generalized recursion schemes and traversals for Scala.

P(R*_{3, 0, 1}) specialized SIMD Geometric Algebra Library

Specification for common algebraic structures in JavaScript based on Fantasy Land

Open-source Electrical Engineering Curriculum

Algebraic graphs

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

A C++ library for linear algebra and geometry manipulation for computer graphics.

A Multi-Qubit Ideal Quantum Computer Simulator

A framework for applied category theory in the Julia language

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

Power calculator for Android. Solve some problem algebra and calculus.

:rocket: High Performance Linear Algebra (low level)

Modern C++ quantum computing library

An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing

A repo for the pre-course work at home exercises

A cohesive & pragmatic framework of FP centric Scala libraries

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

18.335 - Introduction to Numerical Methods course

Java 8 annotation processor and framework for deriving algebraic data types constructors, pattern-matching, folds, optics and typeclasses.