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Implements of Awesome RecSystem Models with PyTorch/TF2.0
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等
Classic papers and resources on recommendation
RSTutorials: A Curated List of Must-read Papers on Recommender System.
Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models
A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.
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。
RSTutorials: A Curated List of Algorithms about Traditional and Social Recommender System.