MOMENT: A Family of Open Time-series Foundation Models

no code implementations • 6 Feb 2024 • Mononito Goswami, Konrad Szafer, Arjun Choudhry, Yifu Cai, Shuo Li, Artur Dubrawski

Pre-training large models on time-series data is challenging due to (1) the absence of a large and cohesive public time-series repository, and (2) diverse time-series characteristics which make multi-dataset training onerous.

Time Series Time Series Analysis