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lines changed Original file line number Diff line number Diff line change @@ -118,7 +118,7 @@ python -u tools/static_trainer.py -m models/rank/dnn/config.yaml # 静态图训
118118 | 召回 | [ GNN] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/gnn/ ) | ✓ | ✓ | ✓ | ✓ | [ 1.8.5] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5 ) | [ AAAI 2019] [ Session-based Recommendation with Graph Neural Networks ] (https://arxiv.org/abs/1811.00855) |
119119 | 召回 | [ RALM] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/recall/look-alike_recall/ ) | ✓ | ✓ | ✓ | ✓ | [ 1.8.5] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5 ) | [ KDD 2019] [ Real-time Attention Based Look-alike Model for Recommender System ] (https://arxiv.org/pdf/1906.05022.pdf) |
120120 | 排序 | [ Logistic Regression] ( models/rank/logistic_regression/ ) | ✓ | ✓ | ✓ | x | >=2.1.0 | / |
121- | 排序 | [ Dnn] ( models/rank/dnn/ ) | ✓ | ✓ | ✓ | ✓ | >=2.1.0 | / |
121+ | 排序 | [ Dnn] ( models/rank/dnn/ ) | ✓ | ✓ | ✓ | ✓ | >=2.1.0 | / |
122122 | 排序 | [ FM] ( models/rank/fm/ ) | ✓ | ✓ | ✓ | x | >=2.1.0 | [ IEEE Data Mining 2010] [ Factorization machines ] (https://analyticsconsultores.com.mx/wp-content/uploads/2019/03/Factorization-Machines-Steffen-Rendle-Osaka-University-2010.pdf) |
123123 | 排序 | [ FFM] ( models/rank/ffm/ ) | ✓ | ✓ | ✓ | x | >=2.1.0 | [ RECSYS 2016] [ Field-aware Factorization Machines for CTR Prediction ] (https://dl.acm.org/doi/pdf/10.1145/2959100.2959134) |
124124 | 排序 | [ FNN] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5/models/rank/fnn/ ) | ✓ | ✓ | ✓ | x | [ 1.8.5] ( https://github.com/PaddlePaddle/PaddleRec/tree/release/1.8.5 ) | [ ECIR 2016] [ Deep Learning over Multi-field Categorical Data ] (https://arxiv.org/pdf/1601.02376.pdf) |
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