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DeepCTR

7.4k
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2.2k
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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

recommendation_model

476
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109
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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

LibMTL

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170
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A PyTorch Library for Multi-Task Learning

PaddleRec

4.1k
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716
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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...

RecAlgorithm

165
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42
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主流推荐系统Rank算法的实现

mlgb

469
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25
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MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB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。

MTL

27
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6
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学习并复现经典的推荐系统多目标任务,如:SharedBottom、ESMM、MMoE、PLE

mamba-tabular

119
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5
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Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for regression, classification, and distributional regression tasks....