mathematics

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

Algorithms and Data Structures implemented in JavaScript for beginners, following best practices.

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

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

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

Beautiful and accessible math in all browsers

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！

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

✨ The fundamental numerical library for JavaScript and TypeScript. ✨                   ⭐️ Star to support our work!

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

Data Science Roadmap from A to Z

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

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.

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

:spider_web: input/output for many mesh formats

GeoGebra apps (mirror)

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, Matlab/Octave, Julia or Javascript

Library for the analysis of networks

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

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.

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