pymc.gp.cov.WarpedInput#
- class pymc.gp.cov.WarpedInput(input_dim, cov_func, warp_func, args=None, active_dims=None)[source]#
Warp the inputs of any kernel using an arbitrary function defined using Aesara.
\[k(x, x') = k(w(x), w(x'))\]- Parameters
- cov_func: Covariance
- warp_func: callable
Aesara function of X and additional optional arguments.
- args: optional, tuple or list of scalars or PyMC variables
Additional inputs (besides X or Xs) to warp_func.
Methods
WarpedInput.__init__(input_dim, cov_func, ...)WarpedInput.full(X[, Xs])