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Re:Writing RNNs in Tensorflow by nonbel on Saturday July 15, 2017 @11:48AM (#14777238)
>"I cannot imagine any complex non-linearities involved in your sales process"

Knowing nothing about his sales process and features, I would assume there are many complex non-linearities (to be possibly leveraged for better predictions). I find this statement bizarre.

Re:Writing RNNs in Tensorflow by xgb84j on Sunday July 16, 2017 @03:10AM (#14780921)
What I mean by this statement is that there are lots of "tricks" such as interaction terms, regime switching and non-linear transformation of features to handle non-linearities in linear models (e.g. different food sold before Christmas).

But if you can give me an example of a non-linearity in sales forecasting that cannot be fit by a linear model but can by an RNN I'd honestly be really interested in that.