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
25–48 of 149 · Most stars
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
- applied-machine-learning
- production
- applied-data-science
- machine-learning
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
If you want to become good at AI engineering & system design, join this newsletter 👇
- computer-science
- interview-questions
- software-engineering
- system-design
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
TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!
A brief computer graphics / rendering course
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
Video discussing this curriculum:
A curated list of awesome computer vision resources
Learn OpenCV : C++ and Python Examples
TranslatedCollection of CVPR 2026 papers and open-source projects
- cvpr
- cvpr2020
- computer-vision
- deep-learning
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
- algorithms
- data-structures
- datastructures
- c
How to Make a Computer Operating System in C++
🎓 Um caminho para a educação autodidata em Ciência da Computação!
- awesome-list
- curriculo
- cursos
- brasil
DevOps Roadmap for 2026. with learning resources
- aws
- azure
- continous-delivery
- continuous-integration
TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
Translated👶🏻 Encyclopedia of major knowledge & technical interviews for junior developers 📖
- interview
- developer
- tech
- computer-science
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Translated:heart: University of Science and Technology of China course resources
- ustc
- computer-science
- course
- share
Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
- awesome
- creative-coding
- interaction-design
- information-visualization
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
📖 Design Patterns implemented in Swift 5.0
- swift
- design-patterns
- good-practices
- computer-science