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Top 6 deepfm open source projects

Tensorflow Deepfm

Tensorflow implementation of DeepFM for CTR prediction.

✭ 1,891

python ctr-prediction ctr factorization-machine deepfm click-through-rate deep-ctr

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

✭ 5,686

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

Recommender-System-Pytorch

基于 Pytorch 实现推荐系统相关的算法

✭ 40

Jupyter Notebook python afm pytorch recommender-system mlr fm ffm dcn din lr deepfm fnn lfm pnn nfm dien deep-crossing gbdt-lr neural-cf wide-deep

No description or website provided.

✭ 28

python keras deepfm

A framework for large scale recommendation algorithms.

recommendation model

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

✭ 286

python afm pytorch fm afn mf dcn dcap deepfm ple nfm autoint fibinet deepconn dcnv2 widedeep mmoe onn

1-6 of 6 deepfm projects