shawroad / DeepCTR-pytorchLinks
Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.
☆68Updated last year
Alternatives and similar repositories for DeepCTR-pytorch
Users that are interested in DeepCTR-pytorch are comparing it to the libraries listed below
Sorting:
- 一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... (pytorch, tf2.0)☆273Updated 8 months ago
- multi task mode for esmm and mmoe☆157Updated 4 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆139Updated 5 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆75Updated 6 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆121Updated 2 years ago
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆94Updated 3 months ago
- 推荐系统竞赛TOP开源解决方案汇总。☆272Updated 4 years ago
- ☆41Updated 3 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆215Updated 4 years ago
- ☆105Updated 3 years ago
- 华为digix算法大赛2020机器学习赛 道-ctr预估初赛/决赛rank1☆136Updated 5 years ago
- Share Some Recommender System Paper I read.☆70Updated 4 years ago
- ☆114Updated 5 years ago
- 基于 Pytorch 实现推荐系统相关的算法☆191Updated 4 years ago
- I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. …☆55Updated 2 years ago
- 推荐系统论文算法实现,包括序列推荐,多任务学习,元学习等。 Recommendation system papers implementations, including sequence recommendation, multi-task learning, met…☆253Updated 2 years ago
- 阿里DIEN与DIN Tensorflow2.0 复现☆58Updated 5 years ago
- DeepFM for CTR prediction problem (pytorch 1.0)☆73Updated 6 years ago
- ☆90Updated 4 years ago
- PyTorch implementation of Entire Space Multitask Model (ESMM)☆42Updated 3 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆256Updated 5 years ago
- ☆22Updated 3 years ago
- 6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System☆163Updated last year
- ☆74Updated 2 years ago
- Pytorch for autorec with collaborative filtering☆36Updated 7 years ago
- Solution to the Debiasing Track of KDD CUP 2020☆160Updated 2 years ago
- Deep-Learning based CTR models implemented by PyTorch☆256Updated 4 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆342Updated last week
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆95Updated 3 years ago
- This project is about recommendation system including rank&match models and metrics which are all implemented by `tensorflow 2.x`.☆68Updated 8 months ago