天池数据集

InformerData

InformerData

xu84312023-04-25602GPL 2.0发表于福建省

描述

informer实验数据集,是informer原始实验数据,参考使用。informer是基于transformer的系列数据预测模型,实验效果比lstm更好,请大家自行运行对比。

数据列表

  • 数据名称上传日期大小删除下载
  • WTH.csv2023-04-252.01MB

文档

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI'21 Best Paper)

The ETT dataset used in the paper can be downloaded in the repo ETDataset. The required data files should be put into data/ETT/ folder. A demo slice of the ETT data is illustrated in the following figure. Note that the input of each dataset is zero-mean normalized in this implementation.

目录

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI'21 Best Paper)