Shypd.aiThe largest open index of AI toolsSwift-AI is an AI Frameworks & Infra tool that provides a high-performance deep learning library written in Swift. It supports all Apple platforms and includes tools like NeuralNet, CNN, RNN, and a fast linear algebra library.
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Swift-AI is a high-performance deep learning library developed entirely in Swift, offering robust support for all Apple platforms with planned Linux compatibility. It provides a comprehensive suite of tools essential for artificial intelligence and scientific applications, including a flexible, fully-connected NeuralNet optimized for deep learning on Apple hardware using advanced parallel processing techniques. Other key components include a Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Genetic Algorithm Library, Fast Linear Algebra Library, and Signal Processing Library. The project emphasizes clear documentation for each module and provides example projects like NeuralNet-MNIST and NeuralNet-Handwriting-iOS to demonstrate real-world usage. Swift-AI currently relies on Apple's Accelerate framework for vector/matrix calculations, with considerations for alternative BLAS solutions to broaden platform support.
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