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dim reduc plotting

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Max Zwiessele 2013-06-05 11:36:20 +01:00
parent 4b4af86e5b
commit 2a39440619
2 changed files with 42 additions and 42 deletions
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8
GPy/models/mrd.py
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@ -277,19 +277,19 @@ class MRD(model):
def plot_X_1d(self):
return self.gref.plot_X_1d()
def plot_X(self, fignum="MRD Predictions", ax=None):
def plot_X(self, fignum=None, ax=None):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: ax.imshow(g.X))
return fig
def plot_predict(self, fignum="MRD Predictions", ax=None, **kwargs):
def plot_predict(self, fignum=None, ax=None, **kwargs):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: ax.imshow(g. predict(g.X)[0], **kwargs))
return fig
def plot_scales(self, fignum="MRD Scales", ax=None, *args, **kwargs):
def plot_scales(self, fignum=None, ax=None, *args, **kwargs):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: g.kern.plot_ARD(ax=ax, *args, **kwargs))
return fig
def plot_latent(self, fignum="MRD Latent Spaces", ax=None, *args, **kwargs):
def plot_latent(self, fignum=None, ax=None, *args, **kwargs):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: g.plot_latent(ax=ax, *args, **kwargs))
return fig