17 lines
1.0 KiB
Markdown
17 lines
1.0 KiB
Markdown
# CatOpt-Grid
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CatOpt-Grid is a modular, open-source framework that expresses distributed optimization problems across heterogeneous edge devices in a category-theory-inspired formalism. This repository contains a minimal, production-ready skeleton to bootstrap a Cross-Domain, Privacy-Preserving Distributed Edge Mesh MVP.
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What you’ll find here
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- Core primitives: LocalProblem (Objects), SharedVariables/DualVariables (Morphisms), adapters (Functors)
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- Lightweight ADMM-like solver (ADMM-lite) designed for delta-sync and offline-first operation
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- A tiny DSL scaffold for cross-domain adapters and a registry for future GoC (Graph of Contracts)
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- Minimal, testable story with two toy adapters and a couple of unit tests
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- Packaging scaffolding to ensure python packaging via pyproject.toml
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Contributing
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- This is a stepwise MVP: start with the core solver and add adapters and governance in future iterations.
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- Tests live under tests/. Run with ./test.sh after dependencies are in place.
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See the tests for usage examples and expected behavior.
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