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if the plot is a warped gp, then it plots Y before warping

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beckdaniel 2015-07-30 17:38:21 +01:00
parent 00a209f4cb
commit cf4c5af487
1 changed files with 5 additions and 0 deletions
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5
GPy/plotting/matplot_dep/models_plots.py
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@ -10,6 +10,7 @@ import numpy as np
from base_plots import gpplot, x_frame1D, x_frame2D
from ...models.gp_coregionalized_regression import GPCoregionalizedRegression
from ...models.sparse_gp_coregionalized_regression import SparseGPCoregionalizedRegression
from ...models.warped_gp import WarpedGP
from scipy import sparse
from ...core.parameterization.variational import VariationalPosterior
@ -73,6 +74,10 @@ def plot_fit(model, plot_limits=None, which_data_rows='all',
else:
X = model.X
Y = model.Y
if isinstance(model, WarpedGP):
Y = model.Y_untransformed
if sparse.issparse(Y): Y = Y.todense().view(np.ndarray)
if hasattr(model, 'Z'): Z = model.Z