Irregular Time Series

Irregular Time Series refers to time series data with uneven time intervals. The goal is to process and analyze such non-uniformly sampled data to extract valuable information and patterns. This task has significant application value in fields such as finance, healthcare, and environmental monitoring, effectively addressing the challenges of missing data and irregular sampling.