Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
- cpp
- algorithm
- algorithms-implemented
- data-structures
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Algorithms and Data Structures implemented in JavaScript for beginners, following best practices.
- algorithm
- algorithm-challenges
- data-structures
- cryptography
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
- algorithms
- data-structures
- datastructures
- c
A collection of algorithms and data structures
- algorithms
- linear-algebra
- graph-theory
- search-algorithms
A curated list of awesome mathematics resources
- awesome-list
- mathematics
- awesome
- lecture-notes
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
- machine-learning
- deep-learning
- data-analysis
- data-mining
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
- mathematics
- math
- algorithm
- matlab
OpenGL Mathematics (GLM)
- glm
- opengl
- mathematics
- vector
Beautiful and accessible math in all browsers
- javascript
- mathematics
- latex
- asciimath-notation
🧮 Path to a free self-taught education in Mathematics!
数学（小学到高中）、英语（三年级到高中）、初中物理的知识图谱：1644 个知识点、2403 条先修边、6723 道题，对齐课标，附自适应前置诊断。
- chinese
- curriculum
- diagnostic
- edtech
A Comprehensive Roadmap to Mathematics
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
- vtk
- pypi
- python
- mesh
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
- optimization
- nonlinear
- derivatives
- code-generation
Examples for the usage of LaTeX
- latex
- tex
- tikz
- mathematics
Python interface for igraph
- complex-networks
- graph-algorithms
- graph-theory
- mathematics
Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.
- mathematics
- understanding
- links
Math & CS awesome List, distinguished by proof and logic technique
This rocq library aims to formalize a substantial body of mathematics using the univalent point of view.
- coq
- mathematics
- unimath
- coq-library
:spider_web: Gmsh for Python
- python
- pypi
- mesh-generation
- engineering
:triangular_ruler: Numerical integration (quadrature, cubature) in Python
- quadrature
- integration
- mathematics
- engineering