Topological Deep Learning Python Packages

toponetx

Computing on Topological Domains

topogeoml

Preregistered topology-aware machine learning research toolkit: differentiable persistent homology, Hodge Laplacian message passing, and statistically defensible benchmarking on graph classification (MUTAG, PROTEINS, NCI1).

mantra-dataset

MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)

topoembedx

Representation Learning on Topological Domains

topomodelx

Topological Deep Learning

ccsd

CCSD (Combinatorial Complex Score-based Diffusion) is a sophisticated score-based diffusion model designed to generate Combinatorial Complexes using Stochastic Differential Equations. This cutting-edge approach enables the generation of complex objects with higher-order structures and relations, thereby enhancing our ability to learn underlying distributions and produce more realistic objects.