Awesome

Exploring ML

My WWDC 2021 swift student challenge submission showcasing the wonders of machine learning | Accepted

Try It Out!

• Download the repository and open the playgroundbook file using swift playgrounds on iPad or on macOS with teh Swift Playgrounds App to try it out!

Technologies Used

SwiftUI

• display the captions to go along with the interactive Sprite Kit View
• the interface for training and testing the MNIST neural network at the end

Sprite Kit

• display, animate, and visualize neural networks
• used for a bunch of animations such as showing the flow of data in a neural network, showing the neural network training, animating the neural network working in action, etc

DL4S

• carry out machine learning tasks including training a model from scratch and using a trained model to predict
• Thanks to DL4S for its flexibility and control on the ML process which allowed for access to weights and neuron activation values to be animated and showed using sprite kit.