Mean Functions

Zero()	Zero mean function for Gaussian process.
Constant([c])	Constant mean function for Gaussian process.
Linear(coeffs[, intercept])	Linear mean function for Gaussian process.

class pymc3.gp.mean.Constant(c=0)

Constant mean function for Gaussian process.

Parameters

c: variable, array or integer

Constant mean value

class pymc3.gp.mean.Linear(coeffs, intercept=0)

Linear mean function for Gaussian process.

Parameters

coeffs: variables

Linear coefficients

intercept: variable, array or integer

Intercept for linear function (Defaults to zero)

class pymc3.gp.mean.Zero

Zero mean function for Gaussian process.