VineDensity.score_samples

VineDensity.score_samples(X)

Evaluates the per-sample log-likelihood under the fitted density.

Equivalent to np.log(self.pdf(X, copula_only=False)) but computed in log-space throughout for numerical stability.

Parameters:

Xndarray, shape (n_samples, n_features), dtype float, or DataFrame

Test samples. Columns must match the training schema.

Returns:

ndarray, shape (n_samples,), dtype float

Log-density values.