I created a GitHub repository with some examples and plots to test the Hello World example. It’s nothing more than a package that provides a few scripts to test the linear model (neural network with one neuron) with different sets of data and plot the results.
Here’s an example that shows how the model gets closer to the reference points as we allow it to spend more epochs training.
I’d be happy if someone finds it useful.