Deep Papers
Deep Papers
Arize AI
Demystifying Chronos: Learning the Language of Time Series
44 minutes Posted Apr 4, 2024 at 4:00 pm.
0:00
44:40
Download MP3
Show notes
This week, we’ve covering Amazon’s time series model: Chronos. Developing accurate machine-learning-based forecasting models has traditionally required substantial dataset-specific tuning and model customization. Chronos however, is built on a language model architecture and trained with billions of tokenized time series observations, enabling it to provide accurate zero-shot forecasts matching or exceeding purpose-built models.We dive into time series forecasting, some recent research our te...