neural networks

Ten Years Later: Rebuilding My 2016 Neural Network in Nx and Axon

In 2016 I hand-derived the gradient for a single neuron in NumPy. Ten years later I rebuilt the same network in Nx and Axon, and the math I sweated over is now one function call.

Neural Networks Without a PhD: Topologies

A series focused on presenting Neural Networks and the related concepts in layman's terms, that is to say without specialized knowledge in math or machine learning.

Neural Networks Without a PhD: Introduction

A series focused on presenting Neural Networks and the related concepts in layman's terms, that is to say without specialized knowledge in math or machine learning.

Neural Networks Without a PhD: Components of a Neural Network

A series focused on presenting Neural Networks and the related concepts in layman's terms, that is to say without specialized knowledge in math or machine learning.

Machine Learning: A Simple Neural Network

A simple neural network implementation in python with numpy