"""Type stubs for TNFR SDK builders."""
from typing import Dict, List, Optional
from .fluent import NetworkResults
class TNFRExperimentBuilder:
@staticmethod
def small_world_study(
nodes: int = 50,
rewiring_prob: float = 0.1,
steps: int = 10,
random_seed: Optional[int] = None,
) -> NetworkResults: ...
@staticmethod
def synchronization_study(
nodes: int = 30,
coupling_strength: float = 0.5,
steps: int = 20,
random_seed: Optional[int] = None,
) -> NetworkResults: ...
@staticmethod
def creativity_emergence(
nodes: int = 20,
mutation_intensity: float = 0.3,
steps: int = 15,
random_seed: Optional[int] = None,
) -> NetworkResults: ...
@staticmethod
def compare_topologies(
node_count: int = 40,
steps: int = 10,
topologies: Optional[List[str]] = None,
random_seed: Optional[int] = None,
) -> Dict[str, NetworkResults]: ...
@staticmethod
def phase_transition_study(
nodes: int = 50,
initial_coupling: float = 0.1,
final_coupling: float = 0.9,
steps_per_level: int = 5,
coupling_levels: int = 5,
random_seed: Optional[int] = None,
) -> Dict[float, NetworkResults]: ...
@staticmethod
def resilience_study(
nodes: int = 40,
initial_steps: int = 10,
perturbation_steps: int = 5,
recovery_steps: int = 10,
random_seed: Optional[int] = None,
) -> Dict[str, NetworkResults]: ...