Time Series Analysis, Forecasting, Probabilistic Forecast, AI, Machine Learning.
monthly etc..) are not taken into account and the entire values are considered as tokens. The time series values are tokenized by scaling (mean scaling) and quantizing (binning/grouping values) into a fixed vocabulary, followed by training a pretrained language model (T5). For deeper understanding,