Comments (4)
@mathcbc
yes, of course, but it will only be capable of AR (auto-regressive) models, which is a reasonable place to start.
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@mathcbc however, the package is still very immature. this is why i have no installation docs.
for example extrapolation is currently broken.
i would ask you to wait a few days before using the code.
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from pygam.
Yes, the algorithm learns a smoother on each feature.
What i mean is that you may want to choose the number of AR lags a-priori and structure your feature vector so that each lag is a feature. This way the GAM will learn a smoother for each lag.
In effect this is a sort of non-linear AR model:
x_t = f_1(x_{t-1}) + f_2(x_{t-2}) + ... + f_p(x_{t-p}) + c
just a thought. :)
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