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@srivastava9 , I think its okay to have multiple input and output nodes(as mentioned in #115). Francois Chollet, who is the creator of Keras, writes about them in his book Deep Learning with Python (Specifically Chapter 7: Advanced deep-learning best practices).
Moreover, Inception Networks and Residual Connections are examples of such non linear networks.
True, But I guess we are not making such advance model right now,Anyway when it goes to backend it only accepts one input and output model right now.Therefore I opened this issue. @ivantha@orionpax00 need your suggestion :)
While making a neural network architecture, It should give an error when one tries to make two output node.
Right now it does not give any error.
@orionpax00 Need your update on this one also :)
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