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Hi @Fidele Koffivi Gbagbe! The parameter

futr_df

is only to be used for the future exogenous covariates (see example in https://nixtla.github.io/neuralforecast/examples/exogenous_variables.html). You should use

df

to pass the usual dataset (with

y

and historic exogenous covariates), and the function will return the next

h

forecasts after the last date of

df

.