tomtang110 / MultitaskLinks
The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.
☆139Updated 5 years ago
Alternatives and similar repositories for Multitask
Users that are interested in Multitask are comparing it to the libraries listed below
Sorting:
- multi task mode for esmm and mmoe☆157Updated 4 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
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆69Updated last year
- ☆105Updated 3 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆75Updated 6 years ago
- 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)☆274Updated 8 months ago
- Solution to the Debiasing Track of KDD CUP 2020☆159Updated 2 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
- DeepFM for CTR prediction problem (pytorch 1.0)☆73Updated 6 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆215Updated 4 years ago
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆94Updated 3 months ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆401Updated 4 years ago
- ☆35Updated 3 years ago
- 6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System☆163Updated last year
- Google多任务模型MMoE☆83Updated 5 years ago
- MMoE-TF2.0☆29Updated 5 years ago
- Deep-Learning based CTR models implemented by PyTorch☆256Updated 4 years ago
- 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation☆234Updated 4 months ago
- 2020腾讯广告算法大赛 Top5 solution. https://algo.qq.com/☆84Updated 5 years ago
- Deep Feedback Network for Recommendation☆96Updated 5 years ago
- ☆173Updated 5 years ago
- ☆89Updated 4 years ago
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆227Updated 4 years ago
- PyTorch implementation of Entire Space Multitask Model (ESMM)☆42Updated 4 years ago
- ☆218Updated 5 years ago
- Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020☆114Updated 5 years ago
- 学习并复现经典的推荐系统多目标任务,如:SharedBottom、ESMM、MMoE、PLE☆39Updated 3 years ago
- AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction☆184Updated 4 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆342Updated 2 weeks ago
- Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"☆306Updated 4 years ago