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plot_latent now shows selected inputs, even after switching dimensions

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Max Zwiessele 2014-02-05 09:08:01 +00:00
parent 04a3102546
commit cdd3732fce
1 changed files with 1 additions and 2 deletions
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3
GPy/util/plot_latent.py
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@ -41,9 +41,8 @@ def plot_latent(model, labels=None, which_indices=None,
# first, plot the output variance as a function of the latent space
Xtest, xx, yy, xmin, xmax = util.plot.x_frame2D(model.X[:, [input_1, input_2]], resolution=resolution)
#Xtest_full = np.zeros((Xtest.shape[0], model.X.shape[1]))
Xtest_full = np.zeros((Xtest.shape[0], model.X.shape[1]))
def plot_function(x):
Xtest_full = np.zeros((Xtest.shape[0], model.X.shape[1]))
Xtest_full[:, [input_1, input_2]] = x
mu, var, low, up = model.predict(Xtest_full)
var = var[:, :1]