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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM,DSIN,SIGN,IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM,TiSAS,AutoFIS等,包含经典推荐系统数据集criteo 、movielens等
A framework for large scale recommendation algorithms.
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
multi task mode for esmm and mmoe
PyTorch implementation of Entire Space Multitask Model (ESMM)
A comprehensive toolkit package designed to help you accurately predict key metrics in commercial area