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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
:books: 技术面试需要掌握的基础知识整理,持续更新中~
A tensorflow implementation of Knowledge Graph Convolutional Networks
Knowledge-enhanced Neighborhood Interaction model for recommendation
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
pytorch word2vec Four implementations : skip gram / CBOW on hierarchical softmax / negative sampling
“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
Classic papers and resources on recommendation
ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
关于一些经典论文源码的逐行中文笔记
CTR prediction model based on spark(LR, GBDT, DNN)
TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.
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.