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# neural-forecast
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Hey @virgilio espina I would try using probabilities that have a restricted positive domain. We have currently available Poisson, NegativeBinomial and Tweedie. Here is the DistributionLoss catalog: https://nixtla.github.io/neuralforecast/losses.pytorch.html#distributionloss
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how can i add weights for the pandemic period to avoid overlearning? is it possible to add weights? (