CMU Researchers Propose MOMENT: A Family of Open-Source Machine Learning Foundation Models for General-Purpose Time Series Analysis

CMU Researchers propose open-source machine learning foundation models called MOMENT for general-purpose time series analysis. MOMENT utilizes the Time Series Pile, a diverse collection of public time series data, and achieves high performance in various time series analysis tasks. The study also compares MOMENT with other deep learning and statistical machine learning models.