Comment by ganeshkrishnan

Are RNNs ideal to process non-textual time series information?

We are looking to replace our Arima models with RNNs and the results so far has been far from satisfactory.

The usecase is: based on sale quantity in past year, predict the sale quantity tomorrow.

Regression does not consider weekdays or weekends or similar bumps and we thought RNN w/LSTM would be well suited for this problem