Implementation of Split Bregman

Python implementation of the Split Bregman algorithm.

License

Sustainable Use License from n8n.

Requirements

• Python >= 3.10
• NumPy
• SciPy
• PyWavelets
• CuPy (required, not installed automatically by this package) Install the CuPy package that matches your CUDA version (e.g., cupy-cuda12x, cupy-cuda11x, etc.).
• gradops (required; from GitHub)

Installation

1) Install CuPy (GPU dependency)

Install the CuPy wheel matching your CUDA version.

2) Install required helper packages (from GitHub)

This package depends on gradops, which is hosted on GitHub under kejang.

pip install "gradops @ git+https://github.com/kejang/gradops.git"

3) Install splitbregman

If you are installing from GitHub:

pip install "splitbregman @ git+https://github.com/kejang/splitbregman.git"