How to visualize a neural network

Question

I want to draw a dynamic picture for a neural network to watch the weights changed and the activation of neurons during learning. How could I simulate the process in Python?

Answer 1

This is how I did it:

• Head to the online graph creator by Alex : HERE
• Draw your
  • shallow network (consisting of simply input-hidden-output layers) using FCNN (Fully connected Neural Network)
  • Or deep/convolutional network using LeNet or AlexNet style. This is what you'll have by now:
• Edit the svg file using the online tool at draw.io. For this, simply import the svg file into your workspace.This is how the end result should look like: