Archive of stories published by TypeMe

Let’s code a Neural Network from scratch — Part 1

Part 1, Part 2 & Part 3

There’s something particularly interesting about a computer learning to do simple task, with it comes a given probability that it might one day surpass human capabilities.


Let’s code a Neural Network from scratch — Part 2

Part 1, Part 2 & Part 3

Now we’ve got our initial setup we can get onto the more interesting stuff. The next step is to complete the network by adding a hidden layer and the output layer. We will then…


Let’s code a Neural Network from scratch — Part 3

Part 1, Part 2 & Part 3

In this last section we’ll step away from simulating how the brain works to implement back propagation which bears no resemblance to the biological function of the brain.