apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-05-11 04:52:37 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

dimensionalityreduction plotting adjusted to new syntax

Browse source
This commit is contained in:
Max Zwiessele 2013-06-05 11:21:02 +01:00
parent 312cfebcb1
commit ffb6eb414b
3 changed files with 17 additions and 20 deletions
Download patch file Download diff file Expand all files Collapse all files

12
GPy/models/mrd.py
View file

@ -261,12 +261,12 @@ class MRD(model):
fig = pylab.figure(num=fignum, figsize=(4 * len(self.bgplvms), 3))
for i, g in enumerate(self.bgplvms):
if axes is None:
axes = fig.add_subplot(1, len(self.bgplvms), i + 1)
ax = fig.add_subplot(1, len(self.bgplvms), i + 1)
elif isinstance(axes, (tuple, list)):
axes = axes[i]
ax = axes[i]
else:
raise ValueError("Need one axes per latent dimension Q")
plotf(i, g, axes)
plotf(i, g, ax)
pylab.draw()
if axes is None:
fig.tight_layout()
@ -282,15 +282,15 @@ class MRD(model):
return fig
def plot_predict(self, fignum="MRD Predictions", ax=None, **kwargs):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: ax.imshow(g.predict(g.X)[0], **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):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: g.kern.plot_ARD(axes=ax, *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):
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: g.plot_latent(axes=ax, *args, **kwargs))
fig = self._handle_plotting(fignum, ax, lambda i, g, ax: g.plot_latent(ax=ax, *args, **kwargs))
return fig
def _debug_plot(self):