tomtang110 / multi-task_loss_optimizerLinks
Implement the Pareto Optimizer and pcgrad to make a self-adaptive loss for multi-task
☆46Updated 4 years ago
Alternatives and similar repositories for multi-task_loss_optimizer
Users that are interested in multi-task_loss_optimizer are comparing it to the libraries listed below
Sorting:
- multi task mode for esmm and mmoe☆157Updated 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☆39Updated 3 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆139Updated 5 years ago
- 多任务学习MMOE和PLE☆39Updated 4 years ago
- WSDM2022留存预测挑战赛 第1名解决方案☆98Updated 3 years ago
- 当样本分布发生变化时，交叉验证无法准确评估模型在测试集上的效果，这时候需要其他构造验证集的方法来应对。☆52Updated 6 years ago
- ☆20Updated 5 years ago
- Source code for paper: Feature Decomposition for Reducing Negative Transfer: A Novel Multi-task Learning Method for Recommender System☆41Updated 2 years ago
- All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等☆466Updated 9 months ago
- 华为digix 2021 赛题1☆29Updated 4 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆69Updated last year
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆271Updated 3 years ago
- Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al☆268Updated 2 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Updated 7 years ago
- Z Lab数据实验室开源代码汇总☆209Updated last year
- ☆106Updated 3 years ago
- ☆62Updated 4 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆643Updated 5 years ago
- DIGIX2021 基于多目标优化的视频推荐 亚军方案☆26Updated 4 years ago
- ChallengeHub开源的各大比赛baseline集合☆79Updated 3 years ago
- 科技战疫-大数据公益挑战赛-DataFountain重点区域人群密度预测 第1名方案☆36Updated 4 years ago
- 数据竞赛笔记fork☆82Updated 2 years ago
- Demo implementation for "A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation".☆54Updated 5 years ago
- ☆12Updated 3 years ago
- Google多任务模型MMoE☆83Updated 5 years ago
- “2020创青春·交子杯” 挑战赛 AI算法赛道 TOP1方案☆48Updated 5 years ago
- 微信大数据2021 1st，qq浏览器2021 3rd，mind新闻推荐2020 1st，NAIC2020 AI+遥感影像 2nd☆164Updated 3 years ago
- 3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs☆42Updated 3 years ago
- 2021 huawei DIGIX competition baseline☆69Updated 4 years ago
- ☆46Updated 6 years ago