Part 1/8:
Tokenized Time Series Embeddings for General Time Series Analysis: An Overview of Totem
In the realm of data analysis, time series data presents a unique set of challenges and opportunities across various disciplines. From weather patterns to the intricacies of power grid electricity consumption, the myriad of time series datasets calls for a versatile and robust methodology capable of addressing a range of tasks. In this discussion, SAR Luar introduces "Totem," an innovative approach known as tokenized time series embeddings designed to facilitate general time series analysis.