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ml-exploreml-exploreOfficial·1 Agent Skills Included

mlx-swift

Build and train machine learning models in Swift on Apple Silicon

Provides a complete Swift API for machine learning on Apple Silicon with NumPy-like arrays, lazy evaluation, and automatic differentiation. Builds neural networks, trains models with optimizers, and runs custom Metal GPU kernels without leaving Swift. Eliminates slow Python bridging and manual memory management so iOS and macOS apps run ML workloads natively and fast.
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npx skills add ml-explore/mlx-swift --all -g -y

All Skills in This Repository (1)

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ml-exploreml-explore

swift-mlx

Build and train neural networks with lazy evaluation and automatic differentiation on Apple Silicon.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install mlx-swift?▼

Run `npx skills add ml-explore/mlx-swift --all -g -y` in your terminal to install all tools in this suite globally.

What is MLX Swift used for?▼

It is a Swift framework for machine learning on Apple Silicon, offering array operations, neural network layers, and model training with GPU acceleration.

Can I train neural networks in Swift with MLX?▼

Yes. MLXNN provides layers like Linear, Convolution, and Attention, while MLXOptimizers handles training with automatic differentiation.

Does MLX Swift work on iOS and macOS?▼

Yes. It runs natively on both iOS and macOS, using the Metal GPU backend on Apple Silicon for fast on-device inference and training.

Can AI agents help me write MLX Swift code?▼

Yes. The included skill teaches your AI agent the correct MLX Swift APIs, patterns, and deprecated functions to avoid when generating code.

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