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#neural-forecast
Title
# neural-forecast
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virgilio espina

10/18/2022, 4:31 AM
hello. how do i perform nbeats and nhits multivariate time series?
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Cristian (Nixtla)

10/18/2022, 1:49 PM
Hello @virgilio espina! Thanks for the interest in our library. These models are univariate, meaning that they produce forecasts for each time-series independently from the rest. However, these are "global models", so the same model is trained and used to forecast all the time-series of your dataset. Our research (and many other papers) show that these global univariate models forecast more accurately than the most recent multivariate models. Here is a link to the most recent documentation on how to use them: https://nixtla.github.io/neuralforecast/examples/getting_started_with_nbeats_and_nhits.html
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virgilio espina

11/21/2022, 11:54 PM
Hello @Cristian (Nixtla). thank you for the response. The link says "File not found".
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Cristian (Nixtla)

11/22/2022, 12:00 AM
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virgilio espina

11/22/2022, 1:02 AM
thank you for this link. now I know that this models are momentarily for univariate forecasting. please let me know if the system have added for multivariate models. thanks.
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