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forecast_fitted_values() with neuralforecast estimators #179

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candalfigomoro opened this issue Mar 15, 2023 · 2 comments
Closed

forecast_fitted_values() with neuralforecast estimators #179

candalfigomoro opened this issue Mar 15, 2023 · 2 comments

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@candalfigomoro
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In this example https://nixtla.github.io/hierarchicalforecast/examples/australiandomestictourism.html#computing-base-forecasts

fcst = StatsForecast(df=Y_train_df, 
                     models=[ETS(season_length=4, model='ZZA')], 
                     freq='QS', n_jobs=-1)
Y_hat_df = fcst.forecast(h=8, fitted=True)
Y_fitted_df = fcst.forecast_fitted_values()

you call fcst.forecast_fitted_values(), however the forecast_fitted_values() method seems to be unavailable for neuralforecasts estimators such as NHITS and NBEATSx.

Moreover, it looks like using Y_df is not enough, see #162

How can we get the expected Y_fitted_df data with neuralforecast estimators? Thanks

@jmoralez
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jmoralez commented Dec 7, 2023

Hey @candalfigomoro. We have an example on how to use neural and mlforecast estimators here. Can we close this issue?

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github-actions bot commented Jan 7, 2024

This issue has been automatically closed because it has been awaiting a response for too long. When you have time to to work with the maintainers to resolve this issue, please post a new comment and it will be re-opened. If the issue has been locked for editing by the time you return to it, please open a new issue and reference this one.

@github-actions github-actions bot closed this as completed Jan 7, 2024
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