Popular GitHub Repositories for Educational Inclusion

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.

Build real C projects with 18 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Mirror of GenP (includes both latest source & ready-to-use binary): A Windows tool designed to extend Creative Cloud trial period. This repository preserves access to the source code and binaries following the Reddit community removal. For educational and research purposes only.

Minimalist NMT for educational purposes

Multi-modal OCR pipeline optimized for ML training (text, math, tables, diagrams)

A transparent, minimal, and hackable agent framework. ~300 lines of readable code. Full control, no magic.

An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

This methodology provides a structured approach for collaborating with AI systems on software development projects. It addresses common issues like code bloat, architectural drift, and context dilution through systematic constraints and validation checkpoints.

A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

EDUMCP is a protocol that integrates the Model Context Protocol (MCP) with applications in the education field, dedicated to achieving seamless interconnection and interoperability among different AI models, educational applications, smart hardware, and teaching AGENTs.

FREE ML Courses from Top Universities in CS

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

Windows-based Reverse Engineering Toolkit "AIO", Built for Security (Malware analysis, Pentesting) & Educational purposes.

This repository contains examples of custom components for educational purposes.

Fully autonomous Python pipeline that generates and uploads educational videos to YouTube using LLMs, TTS, image generation, and video automation.

Educational material on using the TensorFlow Estimator framework for text classification

This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's ? playlist on Neural Networks - which we will end up with building GPT.

基于大型语言模型（LLM）和Langchain框架的AI教师实现