def expCovar(xs,kappa,chol=False):
'''
Given a spatial mesh x, return an exponential
covariance matrix with inverse correlation length
kappa.
'''
x,y = np.meshgrid(xs,xs)
rv = np.exp(-1.0*kappa*abs(x-y))
if chol:
return spal.cholesky(rv)
return rv
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