cc382e862d8be26f25ef7e639f0f74f229b1d3cd,geomstats/learning/radial_kernel_functions.py,,inverse_multiquadric_radial_kernel,#Any#Any#,336

Before Change

        Array of non-negative real values of the same shape than
        parameter "distance".
    
    if gs.any(distance < 0):
        raise ValueError("The distance should be a non-negative real number.")
    if gs.any(bandwidth <= 0):
        raise ValueError("The bandwidth should be a positive real number.")
    scaled_distance = distance / bandwidth
    weight = 1 / (1 + scaled_distance ** 2) ** (1 / 2)
    return weight

After Change

        parameter "distance".
    
    distance = _check_distance(distance)
    bandwidth = _check_bandwidth(bandwidth)
    scaled_distance = distance / bandwidth
    weight = 1 / (1 + scaled_distance ** 2) ** (1 / 2)
    return weight

Instances