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I have customer purchase history and some independent variables associated with each product that customer bought. I am trying to predict the next best predict for customers.

T Customer Input1 Input2 ...... Input10 PrdouctBought 1 cust1 2 cust1 3 cust1 4 cust1 1 cust2 2 cust2 3 cust2 4 cust2

I have restricted each customer purchase history to 4 so that we can fix batch_size=4 and we get away with the problem of model taking in account of last product of previous customer. What I am not able to do is how to incorporate these input variables to make RNN predict the next best product for that customer.

Nilesh
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  • I have tried to model it using RNN of Tensorflow but can't figure out where and how do I add my input variables, hence not able to proceed any further – Nilesh Nov 08 '17 at 09:17

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