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Fix error when handing over trainer_kwargs to predict_depency() #1366

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Sep 10, 2023
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Fix error when handing over trainer_kwargs to predict_depency() #1366

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7 changes: 4 additions & 3 deletions pytorch_forecasting/models/base_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1473,13 +1473,14 @@ def predict_dependency(
# set values
data.set_overwrite_values(variable=variable, values=value, target=target)
# predict
kwargs.setdefault("mode", "prediction")
pred_kwargs = deepcopy(kwargs)
pred_kwargs.setdefault("mode", "prediction")

if idx == 0 and mode == "dataframe": # need index for returning as dataframe
res = self.predict(data, return_index=True, **kwargs)
res = self.predict(data, return_index=True, **pred_kwargs)
results.append(res.output)
else:
results.append(self.predict(data, **kwargs))
results.append(self.predict(data, **pred_kwargs))
# increment progress
progress_bar.update()

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