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Title: GitHub - 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

Open Graph Title: GitHub - 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

X Title: GitHub - 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

Description: 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 - PaddlePaddle/PaddleRec

Open Graph Description: 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...

X Description: 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...

Opengraph URL: https://github.com/PaddlePaddle/PaddleRec

X: @github

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自定义模型https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/model_develop.md
yaml配置说明https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/yaml.md
训练可视化https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/visualization.md
在线Serving部署https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/serving.md
python端预测库推理https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/inference.md
Benchmarkhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/benchmark.md
推荐全流程https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/whole_process.md
最新工业界算法动态https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/paper/readme.md
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#faq
常见问题FAQhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/doc/faq.md
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#致谢
外部开发者贡献列表https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/contributor.md
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#支持模型列表
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#支持模型列表-1
TextCnnhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/contentunderstanding/textcnn
文档https://paddlerec.readthedocs.io/en/latest/models/contentunderstanding/textcnn.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238415
Convolutional neural networks for sentence classicationhttps://www.aclweb.org/anthology/D14-1181.pdf
TagSpacehttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/contentunderstanding/tagspace
文档https://paddlerec.readthedocs.io/en/latest/models/contentunderstanding/tagspace.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238891
TagSpace: Semantic Embeddings from Hashtagshttps://www.aclweb.org/anthology/D14-1194.pdf
DSSMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/match/dssm
文档https://paddlerec.readthedocs.io/en/latest/models/match/dssm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238124
Learning Deep Structured Semantic Models for Web Search using Clickthrough Datahttps://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/cikm2013_DSSM_fullversion.pdf
Match-Pyramidhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/match/match-pyramid
文档https://paddlerec.readthedocs.io/en/latest/models/match/match-pyramid.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238192
Text Matching as Image Recognitionhttps://arxiv.org/pdf/1602.06359.pdf
MultiView-Simnethttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/match/multiview-simnet
文档https://paddlerec.readthedocs.io/en/latest/models/match/multiview-simnet.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238206
A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systemshttps://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/frp1159-songA.pdf
KIMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/match/kim
文档https://paddlerec.readthedocs.io/en/latest/models/match/kim.html
Personalized News Recommendation with Knowledge-aware Interactive Matchinghttps://arxiv.org/pdf/2104.10083.pdf
TDMhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/treebased/tdm/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Learning Tree-based Deep Model for Recommender Systemshttps://arxiv.org/pdf/1801.02294.pdf
FastTexthttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/fasttext/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Bag of Tricks for Efficient Text Classificationhttps://www.aclweb.org/anthology/E17-2068.pdf
MINDhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/mind
文档https://paddlerec.readthedocs.io/en/latest/models/recall/mind.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3239088
Multi-Interest Network with Dynamic Routing for Recommendation at Tmallhttps://arxiv.org/pdf/1904.08030.pdf
Word2Vechttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/word2vec
文档https://paddlerec.readthedocs.io/en/latest/models/recall/word2vec.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240153
Distributed Representations of Words and Phrases and their Compositionalityhttps://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf
DeepWalkhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/deepwalk
文档https://paddlerec.readthedocs.io/en/latest/models/recall/deepwalk.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3239086
DeepWalk: Online Learning of Social Representationshttps://arxiv.org/pdf/1403.6652.pdf
SSRhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/ssr/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Multtti-Rate Deep Learning for Temporal Recommendationhttp://sonyis.me/paperpdf/spr209-song_sigir16.pdf
Gru4Rechttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/gru4rec/
文档https://paddlerec.readthedocs.io/en/latest/models/recall/gru4rec.html
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Session-based Recommendations with Recurrent Neural Networkshttps://arxiv.org/abs/1511.06939
Youtube_dnnhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/youtube_dnn/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Deep Neural Networks for YouTube Recommendationshttps://static.googleusercontent.com/media/research.google.com/zh-CN//pubs/archive/45530.pdf
NCFhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/ncf
文档https://paddlerec.readthedocs.io/en/latest/models/recall/ncf.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240152
Neural Collaborative Filteringhttps://arxiv.org/pdf/1708.05031.pdf
TiSAShttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/tisas
Time Interval Aware Self-Attention for Sequential Recommendationhttps://cseweb.ucsd.edu/~jmcauley/pdfs/wsdm20b.pdf
ENSFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/ensfm
Eicient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendationhttp://www.thuir.cn/group/~mzhang/publications/TheWebConf2020-Chenchong.pdf
MHCNhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/recall/mhcn
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendationhttps://arxiv.org/pdf/2101.06448v3.pdf
GNNhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/gnn/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Session-based Recommendation with Graph Neural Networkshttps://arxiv.org/abs/1811.00855
RALMhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/look-alike_recall/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Real-time Attention Based Look-alike Model for Recommender Systemhttps://arxiv.org/pdf/1906.05022.pdf
Logistic Regressionhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/logistic_regression
文档https://paddlerec.readthedocs.io/en/latest/models/rank/logistic_regression.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240481
Dnnhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dnn
文档https://paddlerec.readthedocs.io/en/latest/models/rank/dnn.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240347
FMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/fm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/fm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240371
Factorization machineshttps://analyticsconsultores.com.mx/wp-content/uploads/2019/03/Factorization-Machines-Steffen-Rendle-Osaka-University-2010.pdf
BERT4REChttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/bert4rec
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformerhttps://arxiv.org/pdf/1904.06690.pdf
FAT_DeepFFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/fat_deepffm
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machinehttps://arxiv.org/pdf/1905.06336.pdf
FFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/ffm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/ffm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240369
Field-aware Factorization Machines for CTR Predictionhttps://dl.acm.org/doi/pdf/10.1145/2959100.2959134
FNNhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/fnn/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Deep Learning over Multi-field Categorical Datahttps://arxiv.org/pdf/1601.02376.pdf
Deep Crossinghttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/deep_crossing/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Featureshttps://www.kdd.org/kdd2016/papers/files/adf0975-shanA.pdf
Pnnhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/pnn/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Product-based Neural Networks for User Response Predictionhttps://arxiv.org/pdf/1611.00144.pdf
DCNhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dcn
文档https://paddlerec.readthedocs.io/en/latest/models/rank/dcn.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240207
Deep & Cross Network for Ad Click Predictionshttps://dl.acm.org/doi/pdf/10.1145/3124749.3124754
NFMhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/nfm/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Neural Factorization Machines for Sparse Predictive Analyticshttps://dl.acm.org/doi/pdf/10.1145/3077136.3080777
AFMhttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/afm/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networkshttps://arxiv.org/pdf/1708.04617.pdf
DMRhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dmr
文档https://paddlerec.readthedocs.io/en/latest/models/rank/dmr.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240346
Deep Match to Rank Model for Personalized Click-Through Rate Predictionhttps://github.com/lvze92/DMR/blob/master/%5BDMR%5D%20Deep%20Match%20to%20Rank%20Model%20for%20Personalized%20Click-Through%20Rate%20Prediction-AAAI20.pdf
DeepFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/deepfm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/deepfm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238581
DeepFM: A Factorization-Machine based Neural Network for CTR Predictionhttps://arxiv.org/pdf/1703.04247.pdf
xDeepFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/xdeepfm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/xdeepfm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240533
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systemshttps://dl.acm.org/doi/pdf/10.1145/3219819.3220023
DINhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/din
文档https://paddlerec.readthedocs.io/en/latest/models/rank/din.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240307
Deep Interest Network for Click-Through Rate Predictionhttps://dl.acm.org/doi/pdf/10.1145/3219819.3219823
DIENhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dien
文档https://paddlerec.readthedocs.io/en/latest/models/rank/dien.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240212
Deep Interest Evolution Network for Click-Through Rate Predictionhttps://www.aaai.org/ojs/index.php/AAAI/article/view/4545/4423
GateNethttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/gatenet
文档https://paddlerec.readthedocs.io/en/latest/models/rank/gatenet.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240375
GateNet: Gating-Enhanced Deep Network for Click-Through Rate Predictionhttps://arxiv.org/pdf/2007.03519.pdf
DLRMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dlrm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/dlrm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240343
Deep Learning Recommendation Model for Personalization and Recommendation Systemshttps://arxiv.org/abs/1906.00091
NAMLhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/naml
文档https://paddlerec.readthedocs.io/en/latest/models/rank/naml.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240529
Neural News Recommendation with Attentive Multi-View Learninghttps://www.ijcai.org/proceedings/2019/0536.pdf
DIFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/difm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/difm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240286
A Dual Input-aware Factorization Machine for CTR Predictionhttps://www.ijcai.org/proceedings/2020/0434.pdf
DeepFEFMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/deepfefm
文档https://paddlerec.readthedocs.io/en/latest/models/rank/deepfefm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240209
Field-Embedded Factorization Machines for Click-through rate predictionhttps://arxiv.org/abs/2009.09931
BSThttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/bst
文档https://paddlerec.readthedocs.io/en/latest/models/rank/bst.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3240205
Behavior Sequence Transformer for E-commerce Recommendation in Alibabahttps://arxiv.org/pdf/1905.06874v1.pdf
AutoInthttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/autoint
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networkshttps://arxiv.org/pdf/1810.11921.pdf
Wide&Deephttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/wide_deep
文档https://paddlerec.readthedocs.io/en/latest/models/rank/wide_deep.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238421
Wide & Deep Learning for Recommender Systemshttps://dl.acm.org/doi/pdf/10.1145/2988450.2988454
Fibinethttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/fibinet/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Predictionhttps://arxiv.org/pdf/1905.09433.pdf
FLENhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/flen
FLEN: Leveraging Field for Scalable CTR Predictionhttps://arxiv.org/pdf/1911.04690.pdf
DeepRechttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/deeprec
Training Deep AutoEncoders for Collaborative Filteringhttps://arxiv.org/pdf/1708.01715v3.pdf
AutoFIShttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/autofis
AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Predictionhttps://arxiv.org/pdf/2003.11235v3.pdf
DCN_V2https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dcn_v2
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systemshttps://arxiv.org/pdf/2008.13535v2.pdf
DSINhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dsin
Deep Session Interest Network for Click-Through Rate Predictionhttps://arxiv.org/pdf/1905.06482v1.pdf
SIGNhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/sign
文档https://paddl7erec.readthedocs.io/en/latest/models/rank/sign.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3869111
Detecting Beneficial Feature Interactions for Recommender Systemshttps://arxiv.org/pdf/2008.00404v6.pdf
IPRechttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/iprec
文档https://paddl7erec.readthedocs.io/en/latest/models/rank/iprec.html
Package Recommendation with Intra- and Inter-Package Attention Networkshttp://nlp.csai.tsinghua.edu.cn/~xrb/publications/SIGIR-21_IPRec.pdf
FGCNNhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/fgcnn
Feature Generation by Convolutional Neural Network for Click-Through Rate Predictionhttps://arxiv.org/pdf/1904.04447.pdf
DPINhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/dpin
文档https://paddl7erec.readthedocs.io/en/latest/models/rank/dpin.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/4419323
Deep Position-wise Interaction Network for CTR Predictionhttps://arxiv.org/pdf/1904.04447.pdf
AITMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/rank/aitm
Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertisinghttps://arxiv.org/pdf/2105.08489v2.pdf
PLEhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/ple
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/ple.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238938
Progressive Layered Extraction (PLE): A Novel Multi-Task Learning (MTL) Model for Personalized Recommendationshttps://dl.acm.org/doi/abs/10.1145/3383313.3412236
ESMMhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/esmm
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/esmm.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238583
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Ratehttps://arxiv.org/abs/1804.07931
MMOEhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/mmoe
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/mmoe.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238934
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Expertshttps://dl.acm.org/doi/abs/10.1145/3219819.3220007
ShareBottomhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/share_bottom
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/share_bottom.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238943
Multitask learninghttp://reports-archive.adm.cs.cmu.edu/anon/1997/CMU-CS-97-203.pdf
Mamlhttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/maml
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/maml.html
Python CPU/GPUhttps://aistudio.baidu.com/aistudio/projectdetail/3238412
Model-agnostic meta-learning for fast adaptation of deep networkshttps://arxiv.org/pdf/1703.03400.pdf
DSelect_Khttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/dselect_k
文档https://paddlerec.readthedocs.io/en/latest/models/multitask/dselect_k.html
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learninghttps://arxiv.org/pdf/2106.03760v3.pdf
ESCM2https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/escm2
ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimationhttps://arxiv.org/pdf/2204.05125.pdf
MetaHeachttps://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec/blob/master/models/multitask/metaheac
Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertisinghttps://arxiv.org/pdf/2105.14688.pdf
Listwisehttps://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rerank/listwise/
1.8.5https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5
Sequential Evaluation and Generation Framework for Combinatorial Recommender Systemhttps://arxiv.org/pdf/1902.00245.pdf
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#社区
https://camo.githubusercontent.com/336f4ee0b6350afd344cc691a58af6d43a358f9571e3aa6b00a325eec645dd42/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f52656c656173652d302e312e302d79656c6c6f77677265656e
https://camo.githubusercontent.com/20066e6adb9b9a44315a2199ac9912038d8ee30013fdfccb84eb2d2cc09af4fd/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6c6963656e73652f506164646c65506164646c652f506164646c65526563
https://camo.githubusercontent.com/6ff3b48519b46f34c92f553b2a1003f59e3f22d542187ecc1f0833fcb28c8be9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4a6f696e2d536c61636b2d677265656e
https://patch-diff.githubusercontent.com/PaddlePaddle/PaddleRec#版本历史
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