SwiftLearn is a collection of machine learning algorithms implemented in Swift. Although currently SwiftLearn does not support GPU acceleration, it uses SwiftNum to be quite fast using the CPU.
SwiftLearn is a clean and performance Swift interface for various machine learning algorithms.
So far SwiftLearn only has feedforward neural networks implemented, but many other common machine learning algorithms are planned!
Currently the requirements are only that of SwiftNum.
If you want to see a demo of this working, just clone the repository, open the project with Xcode, and run the unit tests. SwiftLearn will proceed to train a neural network on MNIST data.
To use this in a project, just add it to your Package.swift file:
.Package(url: "https://github.com/donald-pinckney/SwiftLearn", Version(0, 1, 0))