Swift-AI
Awesome-Mobile-Machine-Learning
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| Swift-AI | Awesome-Mobile-Machine-Learning | |
|---|---|---|
| 1 | 1 | |
| 6,012 | 1,231 | |
| 0.3% | - | |
| 0.0 | 4.2 | |
| almost 7 years ago | almost 3 years ago | |
| Swift | ||
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
Awesome-Mobile-Machine-Learning
What are some alternatives?
CoreML-Models - Largest list of models for Core ML (for iOS 11+)
AIToolbox - A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
CoreML-samples - Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.
BrainCore - The iOS and OS X neural network framework
SwiftCoreMLTools - A Swift library for creating and exporting CoreML Models in Swift
Tensorflow-iOS
Caffe2
PDFGenerator - A simple generator of PDF written in Swift.
Bender - Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
SpriteKit+Spring - SpriteKit API reproducing UIView's spring animations with SKAction
DL4S - Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux