Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
- cpp
- algorithm
- algorithms-implemented
- data-structures
Repository Index
47,133 repositories indexed
1–24 of 59 · Most stars
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"
TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, 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 and other popular fields
- machine-learning
- deep-learning
- data-analysis
- data-mining
TranslatedGraduate student mathematical modeling, undergraduate mathematical modeling, outstanding papers from mathematical modeling competitions, mathematical modeling algorithms, LaTeX paper templates, algorithm mind maps, reference books, Matlab software tutorials, 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!
TranslatedA knowledge graph for mathematics (primary school to high school), English (grade 3 to high school), and junior high school physics: 1,644 knowledge points, 2,403 prerequisite edges, and 6,723 questions, aligned with the curriculum standards, with an adaptive prerequisite diagnostic.
- 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