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Validation Module Specification

Overview

GNN model validation including semantic, structural, and mathematical validation.

Components

Core

  • processor.py - Validation processor
  • semantic_validator.py - Semantic validation with mapping support

Validation Levels

  • basic - Structure checks
  • standard - Connection integrity
  • strict - Active Inference principles
  • research - Advanced mathematical properties

Mapping Types Supported

identity, transpose, reshape, broadcast, reduce

Key Exports

from validation import process_validation, SemanticValidator

Documentation

  • README: Module Overview
  • AGENTS: Agentic Workflows
  • SPEC: Architectural Specification
  • SKILL: Capability API