Layers in lasagne and how to create a layer using lasagne?

This recipe explains what are layers in lasagne and how to create a layer using lasagne.

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Recipe Objective - What are layers in lasagne, and how to create a layer using lasagne?

The "lasagne.layers" module provides many classes which represent the layers of a neural network.

And the "lasagne.layers.Layer" is the base class of all the classes.

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How to create a layer:-

import lasagne
layer_1 = lasagne.layers.InputLayer((100, 50))
ly = layers.DenseLayer(layer_1, num_units=100)
# This will create a dense layer with 100 units, connected to another layer layer_1.
print(ly)

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