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shenweichen /DeepCTR

Star7.7k

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deep-learning factorization-machines recommendation mlr ffm ctr din deepfm click-through-rate ple xdeepfm deepinterestnetwork nfm deepcross autoint esmm dien deepinterestevolutionnetwork fgcnn mmoe

UpdatedAug 9, 2024
Python

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，AutoFI…

word2vec tdm lr deepfm ple esmm gru4rec widedeep mmoe

UpdatedFeb 12, 2025
Python

alibaba /EasyRec

Star1.9k

A framework for large scale recommendation algorithms.

recommender-system mind recommendation-algorithms online-learning wide-and-deep automl ctr-prediction multi-task-learning din dssm capsule-network deepfm autoint esmm pdn deepmatching dlrm transformers-models eges

UpdatedMar 9, 2025
Python

qiaoguan /deep-ctr-prediction

Star922

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

afm transformer resnet recommendation recommendation-algorithms ctr-prediction ctr recommendation-algorithm factorization-machine deepfm xdeepfm deep-ctr ad-algorithm esmm deep-cross deep-interest-network fibinet

UpdatedNov 15, 2019
Python

UlionTse /mlgb

Star540

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。