multiclass_svm.py 文件源码

def kernel_fn(x_data, gamma):
    """
    This function generates the RBF kernel.
    :param x_data: Input data
    :param gamma: Hyperparamet.
    :return: The RBF kernel.
    """
    square_distance = tf.multiply(2., tf.matmul(x_data, tf.transpose(x_data)))
    kernel = tf.exp(tf.multiply(gamma, tf.abs(square_distance)))
    return kernel