Research-grade PyTorch math: differential geometry, spectral graph theory, discrete Ricci flow, simplicial topology, persistent homology, cellular sheaves, SO(3) Lie primitives, information geometry, tensor decompositions, content-addressable provenance. GPU-native, batched-first, audit-clean, cited.
pytorchsimplicial-complexesdifferential-geometrygpu-computinglie-groupsdirected-graphsricci-flowhyperbolic-geometryoptimal-transportpersistent-homologytopological-data-analysisgeometric-deep-learningricci-curvatureinformation-geometrycellular-sheavesgraph-laplacianspectral-graph-theorymechanistic-interpretabilityhodge-laplacianriemannian-manifolds
-
Updated
Jul 8, 2026 - Python