Automated Algorithm Selection for Time-series Forecasting

Dataset Sources

An integrated collection note of potential/used datasets is in this Notion site.

Acknowledgements

Papers

Generative Pretrained Hierarchical Transformer for Time Series Forecasting (GPHT)

Alors: An algorithm recommender system (Alors)

Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection (CSHC)

TSFEL: Time Series Feature Extraction Library (TSFEL)

Codes

Generative Pretrained Hierarchical Transformer for Time Series Forecasting (GPHT)

Alors: An algorithm recommender system (Alors)

TSFEL: Time Series Feature Extraction Library (TSFEL)