代码库
PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/
Jupyter Notebook
deep-learningmachine-learningpythonpytorch
本项目是关于Harness Engineering的开源教程,旨在帮助开发者理解和掌握在大模型时代,如何为复杂、长时间运行的 AI 智能体(Agent)构建健壮的底层运行架构。
Python
An AI-powered content conversion tool that transforms text, web content, or HTML code into beautifully designed card images.一款基于AI的内容转换工具,可以将文本、网页内容或HTML代码转换为精美的卡片图像。
TypeScript
🌟 推理王国:关于 AI 推理机制的思想实验手册。从信息论、符号逻辑与表示学习出发,系统剖析大模型“智能”的本质。
aialgorithmdeep-learningllmmachine-learningreasoningtextbook
动手学Ollama,CPU玩转大模型部署,在线阅读地址:https://datawhalechina.github.io/handy-ollama/
Jupyter Notebook
agentgguflangchainlarge-language-modelsllamaindexllmollamaragtutorial
仅需Python基础,从0构建自己的具身智能机器人;从0逐步构建VLA/OpenVLA/SmolVLA/Pi0, 深入理解具身智能
Python
embodied-agentembodied-aiembodied-intelligenceopenvlasmolvlavision-language-action-model
从 NLP 到 LLM 的算法全栈教程,在线阅读地址:https://datawhalechina.github.io/base-llm/
Jupyter Notebook
bertdeeplearningdockerfine-tuninglinuxllamallmloranlppythonpytorchqwenrnntensorrttransformertutorial
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Jupyter Notebook
a3cddpgdeep-reinforcement-learningdouble-dqndqndueling-dqneasy-rlimitation-learningpolicy-gradientppoq-learningreinforcement-learningsarsatd3
模型压缩的小白入门教程,PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases
compressionkdknowledge-distillationlow-rank-matrix-decompositionmodel-compressionmodel-pruningmodel-quantizationneural-architecture-searchprunequantizationsvd
本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/
Jupyter Notebook
langchainrag
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程
Jupyter Notebook
chatglmchatglm3gemma-2b-itglm-4internlm2llama3llmloraminicpmq-wenqwenqwen1-5qwen2
OpenClaw 学习教程 - 一周打造跨设备 AI 助手
哈喽!龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾!
JavaScript
aiassistantclawuhubllmopenclawown-your-datapersonalskillstutorial
本项目围绕吴恩达老师在DeepLearning.AI出品的agent-skills-with-anthropic系列课程,为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容,欢迎大家Star!
Python
📚 从零开始构建大模型
Jupyter Notebook
agentllmrag
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
Python
agentllmragtutorial
💻 vibe coding 2026 | Your first modern programming course for beginners to master step by step.
JavaScript
agentaicodingcoursedeepseekgeminigenaigptllmlow-codemcpnextjsno-codeopenaiprogrammingtutorialvibe-codingvibecodingvscodeworkflow
🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/
Python
aideepseekembeddingkimi-k2langchainllama-indexllmmilvusmultimodalneo4jpythonrag
本项目围绕吴恩达老师在DeepLearning.AI出品的Agentic-ai系列课程,为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容,欢迎大家Star!
Jupyter Notebook