All repos — GH Trending Explorer

Lordog / dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

learning-resources llm-tooling

microsoft / generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

learning-resources llm-tooling

datawhalechina / diy-llm

Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐，6 项渐进代码作业，掌握 LLM 全栈知识

learning-resources llm-tooling

jackfrued / Python-100-Days

Python - 100天从新手到大师

learning-resources education

chiphuyen / aie-book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

learning-resources books llm-tooling

datawhalechina / happy-llm

📚 从零开始构建大模型

learning-resources documentation llm-tooling

hugo2046 / QuantsPlaybook

量化研究-券商金工研报复现

finance learning-resources science

anthropics / prompt-eng-interactive-tutorial

Anthropic's Interactive Prompt Engineering Tutorial

learning-resources llm-tooling

NirDiamant / GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

ai-agents learning-resources llm-tooling

ed-donner / llm_engineering

Repo to accompany my mastering LLM engineering course

learning-resources llm-app

microsoft / mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

mcp learning-resources ai-agents

NirDiamant / agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

learning-resources ai-agents mlops

karpathy / nn-zero-to-hero

Neural Networks: Zero to Hero

learning-resources ml-framework education

duoan / TorchCode

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.

learning-resources education self-hosted

datawhalechina / llm-algo-leetcode

LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程，覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。

learning-resources llm-tooling ml-framework

leandromoreira / digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

learning-resources video compression

google-gemma / cookbook

A collection of guides and examples for the Gemma open models from Google.

learning-resources llm-tooling

langchain-ai / rag-from-scratch

Jupyter notebooks and a video playlist that teach retrieval augmented generation (RAG) step by step, from indexing to generation.

learning-resources llm-tooling