scope_rl.utils.epanechnikov_kernel

scope_rl.utils.epanechnikov_kernel(x, y, bandwidth=1.0)

Epanechnikov kernel.

Parameters:

• x (array-like of shape (n_samples, n_dim)) – Input array 1.

• y (array-like of shape (n_samples, n_dim)) – Input array 2.

• bandwidth (float, default=1.0) – Bandwidth hyperparameter of the Trianglar kernel.

Returns:

kernel_density – kernel density of x given y.

Return type:

ndarray of (n_samples, )