pymc.gp.cov.Polynomial

class pymc.gp.cov.Polynomial(input_dim, c, d, offset, active_dims=None)

The Polynomial kernel.

\[k(x, x') = [(x - c)(x' - c) + \mathrm{offset}]^{d}\]

Methods

Polynomial.__init__(input_dim, c, d, offset)
Polynomial.diag(X)
Polynomial.full(X[, Xs])

Attributes

n_dims

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