"""Type stubs for tnfr.dynamics.feedback module."""
from typing import Any
from ..types import NodeId, TNFRGraph
class StructuralFeedbackLoop:
G: TNFRGraph
node: NodeId
target_coherence: float
tau_adaptive: float
learning_rate: float
def __init__(
self,
graph: TNFRGraph,
node: NodeId,
target_coherence: float = ...,
tau_adaptive: float = ...,
learning_rate: float = ...,
) -> None: ...
def regulate(self) -> str: ...
def _compute_local_coherence(self) -> float: ...
def adapt_thresholds(self, performance_metric: float) -> None: ...
def homeostatic_cycle(self, num_steps: int = ...) -> None: ...