The mechanics of a simple neural network

Learn from your mistakes! This is my personal 'cheat sheet' on common concepts you'll encounter on your deep learning journey! My goal was to create a 2-page at-a-glance document that could serve as a reminder on how each component of a neural network works and how each fits into the bigger picture. It isn't designed... Continue Reading →

PyTorch Lightning – Regression Example

I find there are a lot of tutorials and toy examples on convolutional neural networks - so many ways to skin an MNIST cat! - but not so many onĀ other types of scenarios. So I've decided to put together a quick sample notebook on regression using the bike-share dataset. After learning the basics of neural... Continue Reading →

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