evolving-sheaf 0.1.0

A Rust implementation of evolving sheaves for time-varying data analysis
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    62 out of 89 items documented0 out of 38 items with examples
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  • Source code size: 50 kB This is the summed size of all the files inside the crates.io package for this release.
  • Documentation size: 1.2 MB This is the summed size of all files generated by rustdoc for all configured targets
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  • this release: 15s Average build duration of successful builds.
  • all releases: 15s Average build duration of successful builds in releases after 2024-10-23.
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evolving-sheaf (Rust port)

Spectral Gap Dynamics in Evolving Cellular Sheaves.

Studies how the Hodge Laplacian's spectral gap (λ₁) changes when restriction maps become flow-dependent. Static sheaves preserve the gap; dynamic ones reveal phase transitions.

Model

The sheaf Hodge Laplacian is L = D†D where D is the coboundary operator whose entries depend on restriction maps. Restriction maps may be static (theorem holds) or dynamic (gap decreases — research!).