Setting up a repo to build up a library of neural network tutorials with just python and numpy. My hope is that when followed in order, the tutorials will give a thorough and clear understanding of neural network implementation and fine-tuning. This is a work in progress.
A network with just one neuron performing a binary classification task (sorting samples into two buckets). This is the simplest form of an artificial neural network (ANN), and a great way to understand backpropagation and gradient descent.
The accompanying blog post can be found here.