Demonstrates the application of a custom layer.
This example demonstrates how to write a custom layer for tfjs-layers.
We build a custom activation layer called 'Antirectifier' which outputs two
channels for each input, one with just the positive signal, and one with just
the negative signal. The example shows exercises the
computeOutputShape overides of the