Cleaning up

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Alan Saul 2013-02-08 18:46:40 +00:00
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Gaussian process regression tutorial
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.. ipython:: python
print "Hello world"
X = [[1, 10], [1, 20], [1, -2]]
.. plot::
import matplotlib.pyplot as plt
import numpy as np
x = np.random.randn(1000)
plt.hist( x, 20)
plt.grid()
plt.title(r'Normal: $\mu=%.2f, \sigma=%.2f$'%(x.mean(), x.std()))
plt.show()
We will see in this tutorial the basics for building a 1 dimensional and a 2 dimensional Gaussian process regression model, also known as a kriging model.
We first import the libraries we will need: ::