Deepctr
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Deepctr | 7,181 | | 2 | 3 | 5 months ago | 47 | June 11, 2022 | 102 | apache-2.0 | Python |
| Easy-to-use,Modular and Extendible package of deep-learning based CTR models . | ||||||||||
| Paddlerec | 3,992 | 4 months ago | 4 | October 28, 2020 | 146 | apache-2.0 | Python | |||
| 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 | ||||||||||
| Ad Papers | 3,009 | 3 years ago | 2 | mit | Python | |||||
| Papers on Computational Advertising | ||||||||||
| Deepmatch | 1,906 | a year ago | 9 | July 03, 2022 | 33 | apache-2.0 | Python | |||
| A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search. | ||||||||||
| Sparrowrecsys | 1,634 | 2 years ago | 21 | apache-2.0 | Python | |||||
| A Deep Learning Recommender System | ||||||||||
| Tensorflow Deepfm | 1,452 | 6 years ago | 32 | mit | Python | |||||
| Tensorflow implementation of DeepFM for CTR prediction. | ||||||||||
| Deeprec | 1,068 | 2 years ago | 8 | gpl-3.0 | Python | |||||
| An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow. | ||||||||||
| Deeptables | 634 | 2 months ago | 28 | apache-2.0 | Python | |||||
| DeepTables: Deep-learning Toolkit for Tabular data | ||||||||||
| Lightctr | 599 | 5 years ago | 1 | apache-2.0 | C++ | |||||
| Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication. | ||||||||||
| Deep Ctr Prediction | 389 | 4 years ago | 10 | Python | ||||||
| CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型) | ||||||||||
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