THEMA: Universe

The thema.multiverse.universe package builds graphs from embeddings, compares them, and picks representatives.

Stars

Turn projections into graphs. See jmapStar Class for Kepler Mapper.

Galaxy

Generate many Stars, compare, cluster, and select.

Geodesics

Curvature-based graph distances for comparisons.

Architecture

thema.multiverse.universe
├── galaxy.py
├── geodesics.py
├── star.py
├── utils
│   ├── starGraph.py
│   └── starSelectors.py
└── stars
    └── jmapStar.py

Module Contents

• Stars
  • Star API
• Galaxy
  • Highlights
  • API
• Geodesics
  • Curvatures
  • API
• starFilters
  • component_count_filter()
  • component_count_range_filter()
  • minimum_edges_filter()
  • minimum_nodes_filter()
  • minimum_unique_items_filter()
  • nofilterfunction()
• starSelectors
  • max_nodes()
  • random()