catopt-graph-graph-calculus.../README.md

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CatOpt-Graph MVP

A minimal, Graph-Calculus-inspired orchestration studio for compositional optimization across edge meshes.

  • Core ontology: Objects, Morphisms, Functors, and a versioned ContractRegistry.
  • Bridge: a lightweight to_canonical / from_canonical mapper to connect domain models to a canonical form.
  • ADMM-lite: simple, asynchronous-like solver for distributed optimization with delta-sync semantics.
  • Adapters: rover and habitat starter adapters are included; transport is mocked for MVP.
  • Governance: lightweight audit trail scaffolding.

How to run tests

  • Ensure Python 3.10+ is installed
  • Run: bash test.sh

Notes

  • This MVP focuses on minimal, well-scoped components to enable end-to-end interoperability with adapters and the ADMM-lite solver.
  • See core/bridge.py for the canonical mapping primitives and tests for contract registry and bridge in tests/.