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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

shenweichen /DeepCTR-Torch

Star3.1k

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

deep-learning deepfm xdeepfm ctr-models deepctr fibinet deepctr-pytorch torchrec deeprec

UpdatedJul 2, 2024
Python

ChenglongChen /tensorflow-DeepFM

Star2k

Tensorflow implementation of DeepFM for CTR prediction.

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

UpdatedJun 10, 2018
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

ZiyaoGeng /RecLearn

Star1.9k

Recommender Learning with Tensorflow2.x

neural-network afm python3 matrix-factorization recommender-system fm ffm ctr-prediction criteo dcn factorization-machine deepfm ncf xdeepfm pnn nfm deepcross tensorflow2 widedeep

UpdatedApr 29, 2022
Python

rixwew /pytorch-fm

Star1.1k

Factorization Machine models in PyTorch

pytorch collaborative-filtering factorization-machines fm movielens-dataset ffm ctr-prediction dcn deepfm neural-collaborative-filtering xdeepfm pnn nfm autoint fnfm criteo-dataset avazu-dataset hofm

UpdatedApr 8, 2024
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

lambdaji /tf_repos

Star683

TensorFlow Script

deep-learning tensorflow wide-and-deep ctr-prediction multi-task-learning din deepfm pnn

UpdatedMar 28, 2024
Python

DataCanvasIO /DeepTables

Star677

DeepTables: Deep-learning Toolkit for Tabular data

deep-learning afm tabular-data factorization-machines structured-data fm wide-and-deep ctr-prediction dcn-model deepfm xdeepfm pnn autoint fgcnn fibinet

UpdatedNov 21, 2024
Python

jc-LeeHub /Recommend-System-tf2.0

Star677

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

afm tf2 fm ffm dcn deepfm fnn pnn autoint dien fgcnn ccpm dsin widedeep

UpdatedJan 19, 2022
Python

huangjunheng /recommendation_model

Star591

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

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

UpdatedMar 14, 2022
Python

AmazingDD /daisyRec

Star552

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

afm slim pytorch collaborative-filtering matrix-factorization vae recommender-system factorization-machines ease k-nearest-neighbors item2vec deepfm neural-collaborative-filtering neumf cdae nfm svdpp biasmf

UpdatedAug 8, 2024
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。