keras

Keras input explanation: input_shape, units, batch_size, dim, etc

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Units: The amount of “neurons”, or “cells”, or whatever the layer has inside it. It’s a property of each layer, and yes, it’s related to the output shape (as we will see later). In your picture, except for the input layer, which is conceptually different from other layers, you have: Hidden layer 1: 4 units … Read more

Understanding Keras LSTMs

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As a complement to the accepted answer, this answer shows keras behaviors and how to achieve each picture. General Keras behavior The standard keras internal processing is always a many to many as in the following picture (where I used features=2, pressure and temperature, just as an example): In this image, I increased the number … Read more