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huge_ct

Usage

huge_ct(
    x,
    lambda_=None,
    nlambda=None,
    lambda_min_ratio=None,
    verbose=True,
    backend="native",
    *,
    input_type="auto",
) -> HugeResult

Description

Convenience wrapper for huge(..., method="ct"). Use input_type="data" for square symmetric observations or input_type="covariance" to require covariance/correlation input.

An explicit lambda_ must be a numeric scalar, NumPy 0-D value, or non-empty one-dimensional sequence; multidimensional inputs are rejected. Values must be finite and non-negative. Zero and tied values are allowed, and thresholds are applied in supplied order. StARS selection separately requires a non-increasing path.