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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Created
2017-10-07
133 commits to master branch, last one 2 years ago
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、E...
Created
2020-04-28
2,907 commits to master branch, last one 28 days ago
A PyTorch Library for Multi-Task Learning
Created
2021-12-18
168 commits to main branch, last one about a month ago
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。
Created
2024-01-02
13 commits to main branch, last one 3 months ago
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
Created
2020-07-05
60 commits to master branch, last one 2 years ago
主流推荐系统Rank算法的实现
Created
2022-01-10
76 commits to main branch, last one about a year ago
multi task mode for esmm and mmoe
Created
2021-04-21
8 commits to main branch, last one 3 years ago
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。
Created
2023-03-29
37 commits to master branch, last one about a year ago
学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE
Created
2022-01-11
8 commits to main branch, last one 2 years ago