GitHub topics: mmoe

Repositories

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

Language: Python - Size: 176 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 3,925 - Forks: 646

shenweichen/DeepCTR

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

Language: Python - Size: 7.33 MB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 7,775 - Forks: 2,227

median-research-group/LibMTL

A PyTorch Library for Multi-Task Learning

Language: Python - Size: 5.22 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2,278 - Forks: 217

UlionTse/mlgb

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」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。

Language: Python - Size: 548 KB - Last synced at: 24 days ago - Pushed at: 2 months ago - Stars: 669 - Forks: 22

whw199833/gbiz_torch

A comprehensive toolkit package designed to help you accurately predict key metrics in commercial area

Language: Python - Size: 242 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

Vinch1/WechatDatasetProcess

Feature engineering Wechat video channel for multi-task model

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

chenwr727/esmm_mmoe_deepfm

基于ESMM、MMoE和deepFM的多目标模型

Language: Python - Size: 1.6 MB - Last synced at: 26 days ago - Pushed at: about 3 years ago - Stars: 26 - Forks: 6

ZiyaoGeng/MTRec

A simple package about multi-task recommendation

Language: Python - Size: 18.2 MB - Last synced at: 23 days ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 3

YinzhenWan/recome_wan

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。

Language: Python - Size: 783 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 3

Gavince/MTL

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

Language: Jupyter Notebook - Size: 7.19 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

Woody5962/Ranked-List-Truncation

A framework for Ranked List Truncation, including the implementation of multiple existing deep models, such as BiCut、Choopy and AttnCut. And we propose the multi-task model based on these models.

Language: Jupyter Notebook - Size: 124 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 1