Repository Index

Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

Swift framework to interact with Python.

Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.

• coreml
• coremltools
• ios
• swift

SpektraLab — a macOS film and print simulator. SwiftUI app + a Metal/C++ render engine, linked in, no Python at run time. A fork of andreavolpato/spektrafilm.

A Jupyter notebook viewer for macOS

• jupyter-notebook
• jupyter
• nbviewer
• macos

Run a 105 GB AI model on a Mac that can't hold it. Qwen3.8-Flash-Next 4-bit, streamed from SSD on 16–64 GB Apple Silicon Macs. Fully native Swift, MLX and Metal. Offline, no Python. CLI, Swift library, and Ollama/OpenAI/Anthropic APIs. Works with Claude Code and Codex.

• apple-silicon
• llm
• llm-inference
• local-llm

Easily deal with Regex in Swift in a Pythonic way

• swift
• regex
• carthage
• cocopods

Swift library like numpy, playgrounds notebook like jupyter.

• swift
• matrix
• linearalgebra
• playgrounds