Mathematics Open Source Projects

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

A collection of algorithms and data structures

A curated list of awesome mathematics resources

Companion webpage to the book "Mathematics For Machine Learning"

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

OpenGL Mathematics (GLM)

Beautiful and accessible math in all browsers

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

Create beautiful diagrams just by typing notation in plain text.

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

🧮 A collection of resources to learn mathematics for machine learning

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

✨ The fundamental numerical library for JavaScript and TypeScript. ✨

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

Data Science Roadmap from A to Z

Code for A Programmer's Introduction to Mathematics

A Comprehensive Roadmap to Mathematics

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

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

使用机器学习算法完成对12306验证码的自动识别

Open book about math and programming.

Collection of resources spanning key areas of Computer Science

Pen and paper exercises in machine learning

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.

Self-rendering Markdown + LaTeX documents

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

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

:spider_web: input/output for many mesh formats

GeoGebra apps (mirror)

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

Library for the analysis of networks

Runnable code for solving Project Euler problems in Java, Python, Mathematica, Haskell.

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

@rsapkf's wiki. [Merged into rsapkf/www]

Advanced mathematical types and functions for Swift

:boom: Interactive and colorful :art: graph theory tutorials made using d3.js :zap:

Rust library for quantitative finance.

Advanced Mathematics Library for Node.js and JavaScript

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Examples for the usage of LaTeX

This repository is to prepare for Machine Learning interviews.

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

The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University. No AI generated code

Symbolic programming for the next generation of numerical software

A curated list of Best Artificial Intelligence Resources

Multi-class confusion matrix library in Python

Python interface for igraph

JSXGraph is a cross-browser library for interactive geometry, function plotting, charting, and data visualization in a web browser.

A collection of source code for computing in the fields of mathematics, geometry, graphics, image analysis and physics.

learn

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

CoCalc: Collaborative Calculation in the Cloud

Code / solutions for Mathematics for Machine Learning (MML Book)

Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.

Math & CS awesome List, distinguished by proof and logic technique

Vim + LaTeX snippets setup

Softcopy of Engineering Books. If you want a book{s} to be taken down, please contact me.