PyPI Stats

Image denoising via Random Matrix Theory. Two denoisers — MP-Law thresholding (i.i.d. Gaussian) and GeneralizedCov (oracle search for (a, β) via differential evolution). The Python library counterpart to EigenDenoise.

pycairo-compatible 2D vector graphics rendered on the Apple GPU via Metal — 246 C functions, drop-in import cairo_metal as cairo, pixel-diffed against real cairo. Ships a macOS arm64 wheel (Python ≥3.10). The first GPU/Metal cairo on PyPI.

Local text-to-speech with Kokoro and Chatterbox engines. High-quality voice synthesis running entirely on your machine.

Install Ollama from a Python CLI. A convenient command-line tool for setting up Ollama on your system.

A compiler written with nothing but the standard library: Python AST → its own IR → its own optimizer → handwritten x86-64/ARM64 → ELF, PE, or Mach-O bytes it writes itself. No C toolchain, assembler, or linker — and no dependencies at all. Also freezes or bundles arbitrary CPython apps. How it works →