GenesisAeon/medium-modulation

The resonant medium between action and expanse. medium-modulation serves as the dynamic coupling layer that modulates the fundamental duality of the GenesisAeon framework: action-governed entropy production (S ∝ A) versus volume-governed informational expansion (S ∝ V). Through fractal modulation operators, resonance spectra, and tunable interference fields, it turns raw tension into coherent emergence. Install pip install medium-modulation Usage mm modulate --depth 0.7 --freq 2.3 mm spectrum API from medium_modulation.core import modulated_entropy, resonance_spectrum, coupling_factor import numpy as np # Fractal medium modulationS_mod = modulated_entropy(S_A=1.0, S_V=1.618, depth=0.5, freq=1.0, t=0.0) # Resonance spectrum over frequency rangefreqs = np.linspace(0.1, 10, 50)spec = resonance_spectrum(freqs, depth=0.5) # Dynamic coupling strengthkappa = coupling_factor(A=1.0, V=1.618, modulation_depth=0.5) Architecture medium-modulation/ ├── src/medium_modulation/ │ ├── core.py # Modulation operator + fractal coupling │ ├── cli.py # CLI mm │ └── entropy_table_bridge.py # entropy-table integration ├── tests/ │ ├── test_core.py │ └── test_cli.py └── domains.yaml # Domain configuration