swift-numerics
Swift-AI
| swift-numerics | Swift-AI | |
|---|---|---|
| 5 | 1 | |
| 1,626 | 6,012 | |
| 0.9% | 0.3% | |
| 6.1 | 0.0 | |
| 15 days ago | about 7 years ago | |
| Swift | Swift | |
| Apache License 2.0 | MIT License |
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swift-numerics
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Modules in Swift Playgrounds
You'll need to install the Swift Package. If you're on iPad, just press the Add File → Package buttons and then there should be a text box. Then just paste in the URL: https://github.com/apple/swift-numerics
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How do I write a math function that uses addition and division and is generic across number types like Int and Double?
I don’t know if it applies, but you could try checking out the Numerics package?
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Are people using Swift for machine learning / differentiable programming outside of Apple?
Apple released a numerics library under Apache 2! This is great news.
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Does anyone know if Swift's version of Penrose tiling algorithm exists somewhere?
I implemented a Swift version here for fun! The core logic is strictly similar to https://preshing.com/20110831/penrose-tiling-explained/. I used the great Swift Numerics Package for complex numbers. I also added UI logic with SwiftUI to visualize and experiment.
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The New Open Source Package Swift Algorithims is Finally here
Packages like Swift Algorithms (and Swift Numerics) complement the Swift Evolution process by providing a means to:
Swift-AI
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Are people using Swift for machine learning / differentiable programming outside of Apple?
Before CoreML was released (and also before BNNS), I wrote SwiftAI. The project made heavy use of Accelerate and the algorithms were written from scratch. It was a great project, and I planned to make a lot of additions, but CoreML came out pretty soon afterward and made the project mostly obsolete. Still a great learning experience and there was a fair bit of interest at the time.
What are some alternatives?
swift-algorithms - Commonly used sequence and collection algorithms for Swift
CoreML-Models - Largest list of models for Core ML (for iOS 11+)
SciPy - SciPy library main repository
AIToolbox - A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
Matft - Numpy-like library in swift. (Multi-dimensional Array, ndarray, matrix and vector library)
BrainCore - The iOS and OS X neural network framework
penrose-simple - Penrose tiling, simple command-line case
PDFGenerator - A simple generator of PDF written in Swift.
sourcekit-lsp - Language Server Protocol implementation for Swift and C-based languages
Tensorflow-iOS
SpriteKit+Spring - SpriteKit API reproducing UIView's spring animations with SKAction
EVURLCache - a NSURLCache subclass for handling all web requests that use NSURLRequest