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kern stash conflict

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Max Zwiessele 2013-04-23 16:34:31 +01:00
parent ebc3b8756e
commit 264f0d21b6
4 changed files with 370 additions and 61 deletions
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23
GPy/models/mrd.py
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@ -287,29 +287,6 @@ class MRD(model):
else:
return pylab.gcf()
def plot_X_1d(self, fig_num="MRD X 1d", axes=None, colors=None):
fig = pylab.figure(num=fig_num, figsize=(min(8, (3 * len(self.bgplvms))), min(12, (2 * self.X.shape[1]))))
if colors is None:
colors = pylab.gca()._get_lines.color_cycle
pylab.clf()
plots = []
for i in range(self.X.shape[1]):
if axes is None:
ax = fig.add_subplot(self.X.shape[1], 1, i + 1)
ax.plot(self.X, c='k', alpha=.3)
plots.extend(ax.plot(self.X.T[i], c=colors.next(), label=r"$\mathbf{{X_{}}}$".format(i)))
ax.fill_between(numpy.arange(self.X.shape[0]),
self.X.T[i] - 2 * numpy.sqrt(self.gref.X_variance.T[i]),
self.X.T[i] + 2 * numpy.sqrt(self.gref.X_variance.T[i]),
facecolor=plots[-1].get_color(),
alpha=.3)
ax.legend(borderaxespad=0.)
if i < self.X.shape[1] - 1:
ax.set_xticklabels('')
pylab.draw()
fig.tight_layout(h_pad=.01) # , rect=(0, 0, 1, .95))
return fig
def plot_X(self, fig_num="MRD Predictions", axes=None):
fig = self._handle_plotting(fig_num, axes, lambda i, g, ax: ax.imshow(g.X))
return fig