Projects in Awesome Lists tagged with deepfm

A curated list of projects in awesome lists tagged with deepfm .

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https://github.com/shenweichen/deepctr

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

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

Last synced: 12 May 2025

https://github.com/shenweichen/DeepCTR

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

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

Last synced: 20 Mar 2025

https://github.com/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，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec

Last synced: 29 Apr 2025

https://github.com/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，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec

Last synced: 13 May 2025

https://github.com/shenweichen/DeepCTR-Torch

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

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

Last synced: 06 May 2025

https://github.com/shenweichen/deepctr-torch

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

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

Last synced: 14 May 2025

https://github.com/chenglongchen/tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

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

Last synced: 08 Apr 2025

https://github.com/ChenglongChen/tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

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

Last synced: 28 Nov 2024

https://github.com/alibaba/easyrec

A framework for large scale recommendation algorithms.

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

Last synced: 13 May 2025

https://github.com/ziyaogeng/reclearn

Recommender Learning with Tensorflow2.x

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

Last synced: 15 May 2025

https://github.com/ZiyaoGeng/RecLearn

Recommender Learning with Tensorflow2.x

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

Last synced: 17 Dec 2024

https://github.com/alibaba/EasyRec

A framework for large scale recommendation algorithms.

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

Last synced: 28 Nov 2024

https://github.com/rixwew/pytorch-fm

Factorization Machine models in PyTorch

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

Last synced: 08 Apr 2025

https://github.com/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)

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

Last synced: 17 Dec 2024

https://github.com/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。

autoint ctr-prediction dcn deep-learning deepfm din dsin dssm edcn esmm fibinet machine-learning masknet mind mmoe pepnet ple pnn recommender-system xdeepfm

Last synced: 15 May 2025

https://github.com/datacanvasio/deeptables

DeepTables: Deep-learning Toolkit for Tabular data

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

Last synced: 14 May 2025

https://github.com/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 autoint ccpm dcn deepfm dien dsin ffm fgcnn fm fnn pnn tf2 widedeep

Last synced: 17 Dec 2024

https://github.com/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 biasmf cdae collaborative-filtering deepfm ease factorization-machines item2vec k-nearest-neighbors matrix-factorization neumf neural-collaborative-filtering nfm pytorch recommender-system slim svdpp vae

Last synced: 28 Nov 2024

https://github.com/dsxiangli/ctr

CTR模型代码和学习笔记总结

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

Last synced: 06 Apr 2025

https://github.com/DSXiangLi/CTR

CTR模型代码和学习笔记总结

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

Last synced: 25 Nov 2024

https://github.com/sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

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

Last synced: 29 Apr 2025

https://github.com/chenglongchen/tensorflow-xnn

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

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

Last synced: 03 Apr 2025

https://github.com/github-hongweizhang/prediction-flow

Deep-Learning based CTR models implemented by PyTorch

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

Last synced: 06 Apr 2025

https://github.com/tongjilibo/rec4torch

推荐系统的pytorch算法实现

ctr deepfm dien widedeep

Last synced: 06 Dec 2024

https://github.com/jingyibysutsoftware/ecrs_web

基于深度学习的商品推荐系统，高性能，可承受高并发，可跨平台

deep-learning deepfm dssm flask gevent grpc layui layuimini milvus nginx paddlepaddle paddleserving python3 recommendation-system redis

Last synced: 11 Apr 2025

https://github.com/yxtay/recommender-tensorflow

Recommendation Models in TensorFlow

cloud-ml-engine deep-learning deepfm factorization-machine google-cloud-ml-engine google-cloud-platform movielens recommendation-engine recommender-system tensorflow tensorflow-distributed wide-and-deep

Last synced: 08 May 2025

https://github.com/shibing624/rater

rater, recommender systems. 推荐模型，包括：DeepFM，Wide&Deep，DIN，DeepWalk，Node2Vec等模型实现，开箱即用。

algorithms ctr-models deepfm ffm pnn rater recommendation-system wide-and-deep xdeepfm

Last synced: 30 Apr 2025

https://github.com/jingyibysutsoftware/ecrs

基于PaddleRec的电商推荐系统（Linux部署版）

deep-learning deepfm dnn grpc linux milvus paddlepaddle paddlerec paddleserving protobuf python3 redis

Last synced: 11 Apr 2025

https://github.com/bits-bytes-nn/ctr_prediction

Experiment results using FM, FFM and DeepFM algorithms in Criteo Display Advertising Challenge(https://www.kaggle.com/c/criteo-display-ad-challenge) dataset

deepctr deepfm ffm fm xlearn

Last synced: 17 Mar 2025

https://github.com/chenwr727/esmm_mmoe_deepfm

基于ESMM、MMoE和deepFM的多目标模型

deepfm esmm mmoe multitask-learning

Last synced: 05 Dec 2024

https://github.com/ralgond/deepreco

Deep Recommendation Algorithms: LR, FM, DeepFM, DCN, DCNv2

deepfm fm keras lr tensorflow2

Last synced: 26 Feb 2025

https://github.com/pingsutw/recommendation-system

Recommendation system implementation

ai click-through-rate ctr deep-learning deepfm tensorflow

Last synced: 27 Mar 2025

https://github.com/adrianmarino/deep-fm

Deep Factorization Machine Model for CRT prediction.

ctr-prediction deep-learning deepfm python pytorch

Last synced: 18 Mar 2025