cellflow.metrics.compute_e_distance

cellflow.metrics.compute_e_distance(x, y)

Compute the energy distance between x and y as in [Peidli et al., 2024].

Parameters:

• x (Union[Array, ndarray, bool, number, bool, int, float, complex]) – An array of shape [num_samples, num_features].

• y (Union[Array, ndarray, bool, number, bool, int, float, complex]) – An array of shape [num_samples, num_features].

Return type:

float

Returns:

: A scalar denoting the energy distance value.