🍀 Challenge: Building the Generator
This task will test your knowledge on building the generator class.
We'll cover the following
Problem statement
A partial Generator
class is provided to you. Your task is to define the:
-
Network architecture
- The input layer should have
1
node. - The hidden layer should have
3
nodes with theSigmoid
activation applied to the output. - The output layer should have
5
nodes with theSigmoid
activation function applied to the output.
- The input layer should have
-
Optimiser as
SGD
. Note that the learning rate should be0.01
.
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