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