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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
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2FPaddleRec
Stars: 4,093
Forks: 711
Open Issues: 147
License: apache-2.0
Language: Python
Repo Size: 176 MB
Dependencies:
26
Created: about 4 years ago
Updated: 13 days ago
Last pushed: 18 days ago
Last synced: 11 days ago
Commit Stats
Commits: 2069
Authors: 62
Mean commits per author: 33.37
Development Distribution Score: 0.834
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/PaddlePaddle/PaddleRec
Topics: deepfm, esmm, gru4rec, lr, mmoe, ple, tdm, widedeep, word2vec
Files
Dependencies
- jinja2 <3.1
- mistune *
- paddlepaddle >=1.8
- recommonmark *
- sphinx ==2.1.0
- sphinx-markdown-tables *
- sphinx_rtd_theme *
- zmq *
- ai.djl.paddlepaddle:paddlepaddle-engine 0.13.0-SNAPSHOT implementation
- ai.djl.paddlepaddle:paddlepaddle-native-auto 2.0.2 implementation
- ai.djl:api 0.13.0-SNAPSHOT implementation
- commons-cli:commons-cli 1.4 implementation
- org.apache.logging.log4j:log4j-slf4j-impl 2.13.3 implementation