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Chronos: Learning the Language of Time Series with Abdul Fatir Ansari - #685

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Tokenizing Time Series Data

This chapter explores a straightforward tokenization scheme that applies natural language processing methodologies to time series forecasting. It discusses normalization, quantization, and the selection of the T5 model, highlighting the effectiveness of using uniformly spaced bins over more complex methods.

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