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input_sensitivity and ard plotting

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Max Zwiessele 2014-02-24 14:47:43 +00:00
parent d90d67a8c1
commit b200b9fa90
11 changed files with 108 additions and 83 deletions
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4
GPy/kern/_src/rbf.py
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@ -382,3 +382,7 @@ class RBF(Kern):
type_converters=weave.converters.blitz, **self.weave_options)
return mudist, mudist_sq, psi2_exponent, psi2
def input_sensitivity(self):
if self.ARD: return 1./self.lengthscale
else: return (1./self.lengthscale).repeat(self.input_dim)