I created a JavaScript library called NeuroFlow as a toy project to apply my understanding of neural networks while learning. The demos here are roughly equivalent to what can be achieved much more efficiently with Tensorflow.js. :)
Train an autoencoder on the MNIST dataset.
Plot a function f(x). Estimate the function using a neural network.