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周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

7,654 1,894 Updated Feb 26, 2022

搜索、推荐、广告、用增等工业界实践文章收集(来源:知乎、Datafuntalk、技术公众号)

HTML 4,213 466 Updated Jan 27, 2026

北京邮电大学网络空间安全学院信息安全专业课程资料(学长自己整理)

SWIG 46 2 Updated May 25, 2025

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

Python 35,036 6,731 Updated Jan 20, 2026

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 24,418 2,837 Updated Jan 26, 2026

中文世界的NLP自动标注开源工具,简单样本,交给LabelFast。

Python 85 12 Updated Dec 7, 2025

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!

Python 38,167 4,573 Updated Jan 18, 2026

📚 从零开始的大语言模型原理与实践教程

Jupyter Notebook 25,076 2,319 Updated Jan 3, 2026

A simple code editor which helps you working on OpenJudge

C++ 46 1 Updated Jun 30, 2025

A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.

Jupyter Notebook 1,693 1,144 Updated Mar 8, 2025

《AI全栈-全网优秀资源搜集站》:搜集全网优秀资源,记载工程实践问题的解决策略与关键要点,分享各种实用案例,追踪前沿技术发展,囊括 AI 全栈知识,涵盖大模型、编程技术、机器学习、深度学习、强化学习、图神经网络、语音识别、NLP 及图像识别等领域

Jupyter Notebook 583 109 Updated Jan 26, 2026

AI驱动的技术面试模拟平台,帮助开发者准备技术面试。提供智能面试官模拟、多种技术岗位覆盖、即时反馈和表现分析。

JavaScript 35 8 Updated Feb 26, 2025

🔥 官方推荐 🔥 大学春招、秋招、应届项目,SpringBoot3 + Java17 + SpringCloud Alibaba + Vue3 等技术架构,完成高仿铁路 12306 用户 + 抢票 + 订单 + 支付服务,帮助学生主打就业的项目。

Java 3,413 327 Updated Dec 9, 2025

《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 27,867 2,783 Updated Jan 20, 2026

线性代数笔记

Jupyter Notebook 4,082 1,085 Updated Sep 17, 2023

基于muduo、protobuf、zookeeper的rpc实现

C++ 52 12 Updated Aug 15, 2022

技术总结 & 想法 & 经历

125 19 Updated Feb 10, 2021

CUDA 算子手撕与面试指南

Cuda 806 89 Updated Aug 23, 2025
C++ 30 99 Updated Jan 16, 2026

📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉

Cuda 9,495 938 Updated Jan 18, 2026

北京邮电大学计算机学院本科编程作业索引

900 105 Updated Jan 6, 2026

A repository sharing the literatures about large language models

Jupyter Notebook 106 13 Updated Dec 22, 2025

Machine Learning Engineering Open Book

Python 16,529 1,030 Updated Jan 23, 2026

Fast Multimodal LLM on Mobile Devices

C++ 1,371 166 Updated Jan 27, 2026

😇 A PyTorch-like deep learning framework. Just for fun.

Python 158 7 Updated Oct 9, 2023

AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。

Jupyter Notebook 5,882 814 Updated Dec 22, 2025

awesome university cs core courses

125 23 Updated Aug 30, 2025
Python 1 Updated Nov 27, 2024
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