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[examples] pods

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Max Zwiessele 2014-11-04 15:49:56 +00:00
parent 54d852d55f
commit 79041770c5
1 changed files with 6 additions and 3 deletions
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9
GPy/examples/dimensionality_reduction.py
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@ -161,10 +161,13 @@ def bgplvm_oil(optimize=True, verbose=1, plot=True, N=200, Q=7, num_inducing=40,
import GPy import GPy
from matplotlib import pyplot as plt from matplotlib import pyplot as plt
import numpy as np import numpy as np
import pods
_np.random.seed(0) _np.random.seed(0)
data = pods.datasets.oil() try:
import pods
data = pods.datasets.oil()
except ImportError:
data = GPy.util.datasets.oil()
kernel = GPy.kern.RBF(Q, 1., 1./_np.random.uniform(0,1,(Q,)), ARD=True)# + GPy.kern.Bias(Q, _np.exp(-2)) kernel = GPy.kern.RBF(Q, 1., 1./_np.random.uniform(0,1,(Q,)), ARD=True)# + GPy.kern.Bias(Q, _np.exp(-2))
Y = data['X'][:N] Y = data['X'][:N]