pymc.gp.cov.WhiteNoise#

class pymc.gp.cov.WhiteNoise(sigma)[source]#

White noise covariance function.

\[k(x, x') = \sigma^2 \mathrm{I}\]

Methods

WhiteNoise.__init__(sigma)

WhiteNoise.diag(X)

WhiteNoise.full(X[, Xs])

Attributes

n_dims

The dimensionality of the input, as taken from the active_dims.