mmoe topic

List mmoe repositories

DeepCTR

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

recommendation_model

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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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A PyTorch Library for Multi-Task Learning

PaddleRec

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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...

MultiTaskModel

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multi task mode for esmm and mmoe

RecAlgorithm

152
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主流推荐系统Rank算法的实现

recome_wan

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用pytorch 方法复现了二十多个经典的推荐算法论文,其中包含排序论文和推荐召回论文,并在demo里面选了一个召回模型和排序模型的运行示例。

mlgb

320
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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。

MTRec

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A simple package about multi-task recommendation

esmm_mmoe_deepfm

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基于ESMM、MMoE和deepFM的多目标模型