Install

To install pytorch-minimize, users may either 1) install the official PyPI release via pip, or 2) install a bleeding edge distribution from source.

Install via pip (official PyPI release):

pip install pytorch-minimize

Install from source (bleeding edge):

# clone the latest master to any location
git clone https://github.com/rfeinman/pytorch-minimize.git

# cd to the root directory and install the package with pip
cd pytorch-minimize
pip install -e .

PyTorch requirement

This library uses latest features from the actively-developed torch.linalg module. For maximum performance, users should install pytorch>=1.9, as it includes some new items not available in prior releases (e.g. torch.linalg.cholesky_ex). Pytorch-minimize will automatically use these features when available.