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[BUG] Prophet model doesn't use upper/lower constraints #54

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cdeterman opened this issue Feb 18, 2021 · 0 comments
Open

[BUG] Prophet model doesn't use upper/lower constraints #54

cdeterman opened this issue Feb 18, 2021 · 0 comments
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@cdeterman
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It seems best to have a separate issue to address this problem. The underlying prophet model is not able to do the min and max capacity constraints. The following reproduces the problem regardless of whether the underlying data is transformed.

reg = HTSRegressor(model='prophet', capacity_min=0, capacity_max=10000)
reg.fit(df, nodes=hier)
reg.predict(steps_ahead=30)

Not sure if there would be a way to either modify the internal generation of the future object or if can be passed by the user.

@cdeterman cdeterman added the bug Something isn't working label Feb 18, 2021
@cdeterman cdeterman changed the title [BUG] Bug report [BUG] Prophet model doesn't use upper/lower constraints Feb 18, 2021
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