time-series-autoencoder
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Encoded state
Hi,
As I understand well you create y_hist in order to perform training using teacher forcing by providing the true target value to the Decoder. As an argument to the forward Decoder function, you only pass y_hist. I cannot understand why you do not pass also the Encoded Vector as the final hidden state produced from the encoder part of the model.
Thanks
Hey @TDominiak thanks for actually pointing that out, that does not seem right to me either. Tbh I haven't tried the model without the attention mechanisms! Would you like to open a PR that fixes the case or a regular decoder?? 😄 (shouldn't be too much work)
Otherwise I'll try to find some time soon !
Yes, sure. after i finish analyzing the solution with attention i will take care of this bug.
Hey @TDominiak just checking out if you need some help?