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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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3
GPy/kern/_src/linear.py
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@ -252,3 +252,6 @@ class Linear(Kern):
return np.dot(ZA, inner).swapaxes(0, 1) # NOTE: self.ZAinner \in [num_inducing x N x input_dim]!
def input_sensitivity(self):
if self.ARD: return self.variances
else: return self.variances.repeat(self.input_dim)