From 79041770c565278dcce9469ee3b5627e54c503a6 Mon Sep 17 00:00:00 2001 From: Max Zwiessele Date: Tue, 4 Nov 2014 15:49:56 +0000 Subject: [PATCH] [examples] pods --- GPy/examples/dimensionality_reduction.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/GPy/examples/dimensionality_reduction.py b/GPy/examples/dimensionality_reduction.py index 21d3804a..f8b41e8c 100644 --- a/GPy/examples/dimensionality_reduction.py +++ b/GPy/examples/dimensionality_reduction.py @@ -161,10 +161,13 @@ def bgplvm_oil(optimize=True, verbose=1, plot=True, N=200, Q=7, num_inducing=40, import GPy from matplotlib import pyplot as plt import numpy as np - import pods - _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)) Y = data['X'][:N]