#213 · Primary category: Deep Learning Frameworks

Swift-AI

artificial-intelligence deep-learning ios machine-learning macos ocr swift

The Swift machine learning library.

Project last updated:05/03/17

GitHub Stars

6.0K

Forks

551

Contributors

24

License

MIT

Why we included this project

Swift-AI is a deep learning library written entirely in Swift for Apple platforms. Its core is NeuralNet, a fully-connected network that relies on Apple's Accelerate framework to exploit parallel processing. The repository includes two example projects: one that trains on the MNIST handwriting dataset and a pre-trained iOS handwriting recognizer you can run as-is. That makes it a solid starting point for Swift developers new to neural networks, letting them see a full training loop without wrestling with dependencies. The project has been in maintenance mode since 2017, so it's better suited to learning and prototyping, or to lightweight experiments on a device, than to active production use.

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