apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-05-09 20:12:38 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

rbf kernel now has an ARD flag

Browse source
This commit is contained in:
Nicolas 2013-01-18 13:58:41 +00:00
parent 688d6ac7a5
commit 68d7e23648
4 changed files with 57 additions and 28 deletions
Download patch file Download diff file Expand all files Collapse all files

4
GPy/kern/constructors.py
View file

@ -22,7 +22,7 @@ from Brownian import Brownian as Brownianpart
#using meta-classes to make the objects construct properly wthout them.
def rbf(D,variance=1., lengthscale=1.):
def rbf(D,variance=1., lengthscale=None,ARD=False):
"""
Construct an RBF kernel
@ -33,7 +33,7 @@ def rbf(D,variance=1., lengthscale=1.):
:param lengthscale: the lengthscale of the kernel
:type lengthscale: float
"""
part = rbfpart(D,variance,lengthscale)
part = rbfpart(D,variance,lengthscale,ARD)
return kern(D, [part])
def rbf_ARD(D,variance=1., lengthscales=None):