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deepfm

Here are 72 public repositories matching this topic...

DeepCTR

shenweichen / DeepCTR

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

Updated Aug 9, 2024
Python

PaddlePaddle / PaddleRec

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

Updated Apr 2, 2025
Python

shenweichen / DeepCTR-Torch

【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

Updated Jul 2, 2024
Python

ChenglongChen / tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

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

Updated Jun 10, 2018
Python

alibaba / EasyRec

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

Updated May 19, 2025
Python

ZiyaoGeng / RecLearn

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

Updated Apr 29, 2022
Python

rixwew / pytorch-fm

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

Updated Apr 8, 2024
Python

qiaoguan / deep-ctr-prediction

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

Updated Nov 15, 2019
Python

UlionTse / mlgb

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。

Updated Mar 2, 2025
Python

jc-LeeHub / Recommend-System-tf2.0

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

Updated Jan 19, 2022
Python

lambdaji / tf_repos

TensorFlow Script

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

Updated Mar 28, 2024
Python

DataCanvasIO / DeepTables

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

Updated Nov 21, 2024
Python

huangjunheng / 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

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

Updated Mar 14, 2022
Python

AmazingDD / daisyRec

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

Updated Aug 8, 2024
Python

chenxijun1029 / DeepFM_with_PyTorch

A PyTorch implementation of DeepFM for CTR prediction problem.

pytorch ctr-prediction deepfm

Updated Jun 1, 2021
Python

DSXiangLi / CTR

CTR模型代码和学习笔记总结

afm tensorflow frappe recommendation-algorithms fm ffm wide-and-deep ctr-prediction dcn deepfm fnn xdeepfm deepinterestnetwork pnn nfm deep-cross fibinet

Updated Aug 28, 2021
Python

sisinflab / elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

recommendations machine-learning slim keras collaborative-filtering matrix-factorization knowledge-graph vae recommender-system k-nearest-neighbours k-nn content-based-recommendation funksvd deepfm bprmf neural-collaborative-filtering nfm tensorflow2 svdpp

Updated May 9, 2025
Python

ChenglongChen / tensorflow-XNN

4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.

kaggle-competition factorization-machines fm ctr-prediction ctr deepfm snapshot-ensemble deep-ctr

Updated Jul 24, 2018
Python

JianzhouZhan / Awesome-RecSystem-Models

Implements of Awesome RecSystem Models with PyTorch/TF2.0

pytorch fm ffm ctr dcn deepfm xdeepfm pnn tensorflow2

Updated Apr 4, 2020
Python

GitHub-HongweiZhang / prediction-flow

Deep-Learning based CTR models implemented by PyTorch

machine-learning deep-learning torch dnn pytorch attention recommendation attention-mechanism wide-and-deep ctr-prediction ctr din deepneuralnetworks deepfm deepinterestnetwork ctr-models dien deepinterestevolutionnetwork prediction-flow

Updated Mar 11, 2021
Python

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