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apache-2.0

Unified Training of Universal Time Series Forecasting Transformers

forecasting time-series pre-training transformers deep-learning machine-learning pre-trained-models universal-forecasting representation-learning time-series-forecasting

Created 2024-02-07

102 commits to main branch, last one 6 days ago

163

unknown

Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)

prediction forecasting one-for-all pre-training transformers prompt-tuning prompt-learning spatio-temporal universal-model universal-forecasting

Created 2024-05-20

70 commits to main branch, last one 2 months ago