|
|
@@ -3,6 +3,7 @@ These kernels are defined between pairs of vectors. |
|
|
|
""" |
|
|
|
import numpy as np |
|
|
|
|
|
|
|
|
|
|
|
def deltakernel(x, y): |
|
|
|
"""Delta kernel. Return 1 if x == y, 0 otherwise. |
|
|
|
|
|
|
@@ -56,7 +57,7 @@ def gaussiankernel(x, y, gamma=None): |
|
|
|
# kernel = np.exp(kernel) |
|
|
|
# return kernel |
|
|
|
|
|
|
|
return np.exp((np.sum((x - y) ** 2)) * -gamma) |
|
|
|
return np.exp((np.sum(np.subtract(x, y) ** 2)) * -gamma) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|