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ard plotting

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Max Zwiessele 2014-02-26 08:21:14 +00:00
parent 2f3e0611f8
commit 51dca0fcbc
4 changed files with 41 additions and 23 deletions
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4
GPy/kern/_src/add.py
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@ -196,9 +196,9 @@ class Add(Kern):
kernel_plots.plot(self,*args)
def input_sensitivity(self):
in_sen = np.zeros((self.input_dim, self.num_params))
in_sen = np.zeros((self.num_params, self.input_dim))
for i, [p, i_s] in enumerate(zip(self._parameters_, self.input_slices)):
in_sen[i_s, i] = p.input_sensitivity()
in_sen[i, i_s] = p.input_sensitivity()
return in_sen
def _getstate(self):

7
GPy/kern/_src/kern.py
View file

@ -62,9 +62,10 @@ class Kern(Parameterized):
raise NotImplementedError
def plot_ARD(self, *args, **kw):
if "matplotlib" in sys.modules:
from ...plotting.matplot_dep import kernel_plots
self.plot_ARD.__doc__ += kernel_plots.plot_ARD.__doc__
"""
See :class:`~GPy.plotting.matplot_dep.kernel_plots`
"""
import sys
assert "matplotlib" in sys.modules, "matplotlib package has not been imported."
from ...plotting.matplot_dep import kernel_plots
return kernel_plots.plot_ARD(self,*args,**kw)