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Papers on Computational Advertising
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
A Flexible and Powerful Parameter Server for large-scale machine learning
TensorFlow code and pre-trained models for BERT
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.
基础的深度学习实验研究结果汇总笔记
深度学习,针对多目标任务,在推荐算法的ctr预估等场景中的应用,项目使用tensorflow estimator进行封装,包括esmm、mmoe模型
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
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.
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow.
Example models using DeepSpeed
DeepWalk - Deep Learning for Graphs
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Distributed FM and LR based on Parameter Server with Ftrl
Advanced Retrieval Algorithms for Decomposing Large-Scale Candidate Set into Pieces.
A distributed logistic regression system based on ps-lite.
通用深度学习推理服务,可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。
DPP算法实现
DSSM and Multi-View DSSM
A distributed graph deep learning framework.
A library for efficient similarity search and clustering of dense vectors.
Source Code for FINCH Clustering Algorithm
CTR prediction using FM FFM and DeepFM
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.