TransportMaps.Maps.ParametricComponentwiseTransportMapBase

Module Contents

Classes

ParametricComponentwiseTransportMap

Map \(T[{\bf a}_{1:d_x}]({\bf x})= [T_1[{\bf a}_1]({\bf x}),\ldots,T_{d_x}[{\bf a}_{d_x}]({\bf x})]^\top\), where \(T_i[{\bf a}_i]({\bf x}):\mathbb{R}^{n_i}\times\mathbb{R}^{d_x}\rightarrow\mathbb{R}\).
class TransportMaps.Maps.ParametricComponentwiseTransportMapBase.ParametricComponentwiseTransportMap(**kwargs)[source]

Bases: TransportMaps.Maps.ParametricComponentwiseMapBase.ParametricComponentwiseMap, TransportMaps.Maps.ComponentwiseTransportMapBase.ComponentwiseTransportMap, TransportMaps.Maps.ParametricTransportMapBase.ParametricTransportMap

Map \(T[{\bf a}_{1:d_x}]({\bf x})= [T_1[{\bf a}_1]({\bf x}),\ldots,T_{d_x}[{\bf a}_{d_x}]({\bf x})]^\top\), where \(T_i[{\bf a}_i]({\bf x}):\mathbb{R}^{n_i}\times\mathbb{R}^{d_x}\rightarrow\mathbb{R}\).

Parameters:

  • active_vars (list [\(d\)] of list) – for each dimension lists the active variables.

  • approx_list (list [\(d\)] of FunctionalApproximations.MonotonicFunctionApproximation) – list of monotonic functional approximations for each dimension