#ml

Fotios Petropoulos initiated the forecasting encyclopaedia project. They published this paper recently.

Petropoulos, Fotios, Daniele Apiletti, Vassilios Assimakopoulos, Mohamed Zied Babai, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, et al. 2022. ā€œForecasting: Theory and Practice.ā€ International Journal of Forecasting 38 (3): 705–871.

https://www.sciencedirect.com/science/article/pii/S0169207021001758

Also available here: https://forecasting-encyclopedia.com/

The paper covers many recent advances in forecasting, including deep learning models. There are some important topics missing but I’m sure they will cover them in future releases.
 
 
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