A unified HPO pipeline built on Optuna and Ray Tune is applied to six time series forecasting models across three datasets, providing empirical guidance on hyperparameter choices.
Transformers in time-series anal- ysis: A tutorial
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A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models
A unified HPO pipeline built on Optuna and Ray Tune is applied to six time series forecasting models across three datasets, providing empirical guidance on hyperparameter choices.