GeomFuM: A Python Package for Machine Learning with Functional Maps

We present GeomFuM, an open-source Python library for geometry processing and machine learning on functional maps, offering modular, tested implementations for spectral geometry, functional map algorithms, and shape analysis tasks. Supporting NumPy and PyTorch backends, it enables efficient research and development in 3D geometry, geometric deep learning, and related fields.