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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
深度学习常用优化方法详解
基于Spark的电影推荐系统,包含爬虫项目、web网站、后台管理系统以及spark推荐系统
网易云音乐推荐系统实现
复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!
YSDA course in Natural Language Processing
收录NLP相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
Alibaba Java Coding Guidelines pmd implements and IDE plugin
Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM,TiSAS,AutoFIS等,包含经典推荐系统数据集criteo 、movielens等
A collective list of free APIs
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
:book: [译] 利用 Python 进行数据分析 · 第 2 版
Apache Kafka client for Python; high-level & low-level consumer/producer, with great performance.
All Algorithms implemented in Python
Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
PyTorch implementations of Generative Adversarial Networks.
《Pytorch模型训练实用教程》中配套代码
Classic papers and resources on recommendation
Best Practices on Recommendation Systems
推荐系统
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
该仓库主要记录 推荐系统 算法工程师相关的面试题
Multifarious Scrapy examples. Spiders for alexa / amazon / douban / douyu / github / linkedin etc.
Scribe is a server for aggregating log data streamed in real time from a large number of servers.
WebUI/HTTP automation testing framework based on unittest
Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.