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Recommender System Papers

SASRec: Self-Attentive Sequential Recommendation

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

Neural Graph Collaborative Filtering, SIGIR2019

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

推荐系统

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.