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Hey @Rafael Correia Da Silva, Thanks for using NeuralForecast, I just added the dropout to NHITS, and will soon do the same on NBEATSx. Here is a NHITS dropout usage example: https://nixtla.github.io/neuralforecast/examples/robust_regression.html

sweet, thank you!

Thanks for the pointer @Rafael Correia Da Silva, We will merge this https://github.com/Nixtla/neuralforecast/pull/595 into main soon. In the meantime you might be able to work with a dropout regularized NHITS too.

that's amazing, thanks again! it's incredible how fast you guys charge on to tackle feedback.