tomtang110 / multi-task_loss_optimizerLinks
Implement the Pareto Optimizer and pcgrad to make a self-adaptive loss for multi-task
☆47Updated 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:
- 学习并复现经典的推荐系统多目标任务,如:SharedBottom、ESMM、MMoE、PLE☆38Updated 3 years ago
- multi task mode for esmm and mmoe☆158Updated 4 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
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆139Updated 4 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Updated 7 years ago
- ☆62Updated 4 years ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆272Updated 3 years ago
- ☆20Updated 5 years ago
- Z Lab数据实验室开源代码汇总☆209Updated last year
- 多任务学习MMOE和PLE☆39Updated 4 years ago
- ChallengeHub开源的各大比赛baseline集合☆80Updated 3 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆68Updated last year
- 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 3 years ago
- All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等☆445Updated 7 months ago
- Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al☆268Updated 2 years ago
- multi task learning for multi-classification using keras☆13Updated 5 years ago
- 2021中国高校计算机大赛-微信大数据挑战赛☆27Updated 4 years ago
- 2020数字中国创新大赛—算法赛:智慧海洋建设☆96Updated 2 years ago
- 关于Pytorch-Geometric的学习,包括官方文档的基本内容和部分API的使用方式,以及官方源码中的示例代码和Pytorch-Geometric的部分源码实现☆21Updated 5 years ago
- ☆106Updated 3 years ago
- WSDM2022留存预测挑战赛 第1名解决方案☆99Updated 3 years ago
- 【天池】2020数字中国创新大赛数字政府赛道智慧海洋建设——复赛0.904融合模型☆41Updated 2 years ago
- Source code for paper: Feature Decomposition for Reducing Negative Transfer: A Novel Multi-task Learning Method for Recommender System☆40Updated 2 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆642Updated 5 years ago
- 第三届 Apache Flink 极客挑战赛暨AAIG CUP——电商推荐“抱大腿”攻击识别亚军代码方案☆29Updated 3 years ago
- TensorFlow1.x版本教程(入门教程)☆84Updated 5 years ago
- My Data Competition Solutions☆103Updated 2 years ago
- ☆90Updated 4 years ago
- 🔥数据科学竞赛 Baseline & Topline☆141Updated 2 years ago
- The code of the AAAI-19 paper "AFS: An Attention-based mechanism for Supervised Feature Selection".☆47Updated 6 years ago