Time Series

Contributor: Zhen Xu zhxu.cs@gmail.com

Multivariate time series:

• Forecasting task:

  • https://www.kaggle.com/competitions/web-traffic-time-series-forecasting

  • Monash Time Series Forecasting Archive (https://arxiv.org/abs/2105.06643)

• Classification task: (uni and multi)

  • The UCR Time Series Archive (https://arxiv.org/abs/1810.07758)

Spatio-temporal forecasting: (Traffic prediction)

• Metr-LA (https://github.com/liyaguang/DCRNN)

• PeMS03,PeMS04,PeMS07,PeMS08 (https://github.com/guoshnBJTU/ASTGNN/tree/main/data)

Isabelle:

IoT datasets