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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 968 106 Updated Jun 26, 2026

LLM、Agent上手教程

Python 6,645 1,350 Updated Jun 23, 2026

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法…

JavaScript 18,270 2,073 Updated Aug 7, 2026

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

Python 882 171 Updated Jun 10, 2026

📚 《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 72,572 9,034 Updated Aug 12, 2026

《动手学大模型Dive into LLMs》系列编程实践教程

Jupyter Notebook 48,855 5,861 Updated Oct 10, 2025

该仓库记录搜索推荐算法工程师的必备面试知识点+paper

55 17 Updated Feb 6, 2022

大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录

3,690 511 Updated Jun 9, 2026

该仓库记录搜索推荐算法工程师的必备面试知识点+paper

370 37 Updated Mar 2, 2024

TensorFlow implementation of word2vec

Python 52 17 Updated Jun 17, 2020

《互联网大厂推荐算法实战》资料库

Python 334 56 Updated Apr 25, 2023

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 24,889 2,842 Updated Jul 19, 2026

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, …

Python 15,136 1,586 Updated Aug 12, 2026

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

Python 7,284 1,024 Updated Jun 27, 2026

An industrial deep learning framework for high-dimension sparse data

PureBasic 4,304 1,025 Updated Sep 25, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 24,535 2,955 Updated Jun 12, 2025

An index of algorithms for learning causality with data

3,276 474 Updated Jan 22, 2025

基于Python的开源量化交易平台开发框架

Python 44,422 12,354 Updated Aug 10, 2026

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Python 40,992 5,117 Updated Jun 27, 2024

Making large AI models cheaper, faster and more accessible

Python 41,435 4,504 Updated Aug 10, 2026

🚁🚀基于Flink实现的商品实时推荐系统。flink统计商品热度,放入redis缓存,分析日志信息,将画像标签和实时记录放入Hbase。在用户发起推荐请求后,根据用户画像重排序热度榜,并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品,最后返回新的用户列表。

Java 4,480 1,479 Updated Feb 4, 2024

原理解析及代码实战,推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴,欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues,也可加文末的联系方式向我询问!

Python 725 230 Updated Jan 19, 2022

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 79,639 12,322 Updated Jul 30, 2024

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

27 8 Updated Apr 13, 2019

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 14,540 2,267 Updated Dec 30, 2025

📈 如何用深度强化学习自动炒股

Jupyter Notebook 3,734 802 Updated Nov 22, 2022

Official Python client library for kubernetes

Python 7,648 3,521 Updated Aug 12, 2026

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

Jupyter Notebook 862 470 Updated Nov 20, 2019

Python Implementation of Reinforcement Learning: An Introduction

Python 14,745 4,961 Updated Aug 9, 2024

Benchmarks of approximate nearest neighbor libraries in Python

Python 5,709 903 Updated Jul 10, 2026
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