Category: deep learning
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The mechanics of a simple neural network
I created this cheat sheet to remind myself of some of the foundational concepts of neural networks. My goal was to create a two-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 as a beginner’s…
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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 on 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…
Sho't left to data science 