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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 22,023 2,579 Updated Nov 25, 2025

每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈

Jupyter Notebook 4,800 471 Updated Oct 13, 2025

MICCAI2025 & MELBA2024

Python 3 Updated Aug 29, 2025

🏅 Collection of Kaggle Solutions and Ideas 🏅

HTML 6,212 2,346 Updated Nov 6, 2025

主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

HTML 11,047 1,122 Updated Apr 30, 2025

兜哥出品 <一本开源的NLP入门书籍>

Python 2,475 564 Updated Jan 6, 2025

🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)

Python 87 7 Updated Nov 28, 2025

整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。

21,775 2,068 Updated May 19, 2025

Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star

3,338 485 Updated Nov 24, 2025

【Java工程师面试复习指南】本仓库涵盖大部分Java程序员所需要掌握的核心知识,整合了互联网上的很多优质Java技术文章,力求打造为最完整最实用的Java开发者学习指南,如果对你有帮助,给个star告诉我吧,谢谢!

Java 7,055 1,618 Updated May 20, 2025

AI与数据科学各类工具库速查表与参考代码

Jupyter Notebook 663 149 Updated Dec 18, 2021
Python 117 21 Updated Oct 7, 2025

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 713 231 Updated Jan 19, 2022

算法岗笔试面试大全,励志做算法届的《五年高考,三年模拟》!

656 33 Updated Mar 24, 2025

存放推荐算法相关代码、文档、资料

Python 257 79 Updated Dec 24, 2020

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

2,062 442 Updated Dec 17, 2019
Python 6 Updated Sep 2, 2025

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Python 2,000 256 Updated Oct 9, 2025

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

3,675 944 Updated Dec 20, 2024

Everything you need about Active Learning (AL).

943 85 Updated Jun 1, 2024

Apache Spark Tutorial.《跟老卫学Apache Spark》

33 8 Updated Nov 11, 2024

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Python 2,390 548 Updated Apr 26, 2025

🏆🥈🥉 TianChi/天池 AIStudio Kaggle iFLYTEKAI...

Jupyter Notebook 76 18 Updated Jun 3, 2024

RSTutorials: A Curated List of Must-read Papers on Recommender System.

6,431 1,360 Updated Aug 21, 2024

A unified, comprehensive and efficient recommendation library

Python 4,107 704 Updated Feb 24, 2025
Python 9 1 Updated Jun 19, 2025

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

Python 1,319 216 Updated Jun 16, 2025

优质的推荐算法资源汇总

169 23 Updated Jan 9, 2022

Best Practices on Recommendation Systems

Python 21,184 3,274 Updated Nov 10, 2025

A framework for large scale recommendation algorithms.

Python 2,201 365 Updated Nov 13, 2025
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