Hyplus Multivariate Time-Series Forecasting

Hyperplasma

A collection of various Multivariate Time-Series Forecasting (MTSF) models. Might be used in contrast experiments later.

Models

All implemented models are listed below (some of them are still WIP):

• PatchTST
• Crossformer
• DeformTime
• iTransformer
• DLinear
• PatchTST

Datasets

All datasets are from Autoformer, :

• electricity
• ETTh1
• ETTh2
• ETTm1
• ETTm2
• exchange_rate
• national_illness
• traffic
• weather