MorseFrames

User guide

  • Overview
  • Quick Start
  • Minimal Examples
  • Inspecting Morse Data
  • Python API Guide
  • Python prime-field tutorial
  • Morse Sequence Strategies
  • Plotly Demo
  • Related Paper

C++ and integration

  • C++ complex-view API
  • GUDHI contribution design note
  • GUDHI upstream patch map

Experiments and reproducibility

  • Benchmark Summary
  • Benchmark Reproduction
  • Phase 0 Conventions

API reference

  • Python API Reference
MorseFrames
  • Related Paper
  • View page source

Related Paper

The mathematical development of Morse-frame persistence is being prepared in a separate manuscript by Bertrand and Najman.

This public repository is the software repository. It contains the C++ core, Python interface, examples, tests, documentation, benchmark drivers, and public benchmark tables. It does not contain the manuscript source, manuscript PDFs, or private discussion notes.

When a preprint or published version is available, this page will link to it.

For now, the closest public references are:

  • Gilles Bertrand, Morse Sequences: A Simple Approach to Discrete Morse Theory, Journal of Mathematical Imaging and Vision, 2025.

  • Gilles Bertrand and Laurent Najman, Morse Frames, DGMM 2024.

  • Gilles Bertrand and Laurent Najman, Computing Gradient Vector Fields with Morse Sequences, DGMM 2026.

  • Gilles Bertrand, Morse Sequences on Stacks and Flooding Sequences, IWCIA 2026.

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© Copyright 2026, Laurent Najman.

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