Add examples of very custom neural networks

[arogozhnikov]

Implemented 'fitting an expression' in notebook: https://github.com/arogozhnikov/hep_ml/blob/master/notebooks/DemoNeuralNetworks.ipynb

Adding something like highway network would be also a good example.