tomtang110 / Multitask
The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.
☆132Updated 4 years ago
Alternatives and similar repositories for Multitask:
Users that are interested in Multitask are comparing it to the libraries listed below
- multi task mode for esmm and mmoe☆135Updated 3 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆109Updated last year
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆67Updated 6 months ago
- Google多任务模型MMoE☆80Updated 4 years ago
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆76Updated last year
- 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)☆246Updated 2 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆72Updated 5 years ago
- Solution to the Debiasing Track of KDD CUP 2020☆157Updated last year
- ☆103Updated 2 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆185Updated 3 years ago
- DeepFM for CTR prediction problem (pytorch 1.0)☆70Updated 5 years ago
- All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等☆265Updated 3 weeks ago
- MMoE-TF2.0☆28Updated 4 years ago
- Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020☆112Updated 4 years ago
- 学习并复现经典的推荐系统多目标任务,如:SharedBottom、ESMM、MMoE、PLE☆33Updated 2 years ago
- 多任务学习MMOE和PLE☆34Updated 3 years ago
- The source code for our paper "Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction" (accepted by KDD2023 Applied Scie…☆34Updated last year
- PyTorch implementation of Entire Space Multitask Model (ESMM)☆37Updated 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☆135Updated 4 years ago
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆215Updated 3 years ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆382Updated 3 years ago
- 6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System☆161Updated 10 months 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…☆176Updated last year
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆305Updated 2 years ago
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆71Updated 2 years ago
- Experiments codes for SIGKDD '23 paper "Explicit Feature Interaction-aware Uplift Network for Online Marketing"☆54Updated 6 months ago
- ☆20Updated 4 years ago
- FMM,FM,DeepFM等模型的核心代码实现,训练集,测试集☆14Updated 4 years ago
- ☆93Updated 3 years ago
- This project is about recommendation system including rank&match models and metrics which are all implemented by `tensorflow 2.x`.☆21Updated 3 weeks ago