starling.structure.bme_utils.ThetaScanResult

class ThetaScanResult

Bases: object

Container for theta scan results.

Methods

__init__
plot	Plot theta-scan diagnostics.
print_summary	Print a formatted summary of theta scan results.

Attributes

theta_values
chi_squared_values
phi_values
kl_divergence_values
results
optimal_theta
optimal_idx
method

theta_values: ndarray

chi_squared_values: ndarray

phi_values: ndarray

kl_divergence_values: ndarray

results: List[BMEResult]

optimal_theta: float

optimal_idx: int

method: str

plot(figsize: Tuple[int, int] = (10, 4), save_path: str | None = None, show: bool = True)

Plot theta-scan diagnostics.

Panels (1 x 2):

[0] Chi squared vs N_eff (effective frames), colored by log10(theta) [1] Weight distribution at optimal theta

print_summary(n_show: int = 5)

Print a formatted summary of theta scan results.

__init__(theta_values: ndarray, chi_squared_values: ndarray, phi_values: ndarray, kl_divergence_values: ndarray, results: List[BMEResult], optimal_theta: float, optimal_idx: int, method: str) → None