README

Python Models - The Logos Principle

Scripts

Script	Purpose	Tier
P01_model_public.py	Interactive visualization	Public
P01_model_lab.py	Hands-on experiments	Paid
P01_model_research.py	Full simulation suite	Institutional

Requirements

pip install numpy matplotlib scipy

Usage

python P01_model_public.py

Ring 2 — Canonical Grounding

• Participatory Anthropic Principle (PAP)
• Free Energy Principle
• Principle of Least Action

Ring 3 — Framework Connections

• Ten Laws — Canonical Equations
• Master Equation Index

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See main Python documentation for full API reference

Canonical Hub: CANONICAL_INDEX