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Papers on Computational Advertising
computational advertising reading list (计算广告阅读)
Open-source implementation of Google Vizier for hyper parameters tuning
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估,召回匹配,用户画像&特征工程,推荐搜索综合 计算广告,大数据,图算法,NLP&CV,求职面试 等内容
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)
An open-source NLP research library, built on PyTorch.
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
Benchmarks of approximate nearest neighbor libraries in Python
TensorFlow Implementation of Attentional Factorization Machine
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
算法工程师(人工智能CV方向)面试问题及相关资料
经典编程书籍大全,涵盖:计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
Source Code for the book Building Machine Learning Systems with Python
Collaborative Memory Network for Recommendation Systems, SIGIR 2018
Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"
Computational Advertising CTR
A game launched on the WeChat.
Tensorflow2.x implementations of CTR(LR、FM、FFM)
CTR prediction models in TensorFlow 2.x
CTR prediction using FM FFM and DeepFM
CTR prediction model based on spark(LR, GBDT, DNN)
《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
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.