TransportMaps.Maps.ComponentwiseTransportMapBase

Module Contents

Classes

ComponentwiseTransportMap

Map \(T({\bf x}) := [T_1({\bf x}_{{\bf j}_{1}}),\ldots,T_{d_x}({\bf x}_{{\bf j}_{d_x}})]^\top\), where \(T_i({\bf x}_{{\bf j}_{i}}): \mathbb{R}^{\text{dim}({\bf j}_{i})} \rightarrow \mathbb{R}\).

class TransportMaps.Maps.ComponentwiseTransportMapBase.ComponentwiseTransportMap(**kwargs)

Bases: TransportMaps.Maps.ComponentwiseMapBase.ComponentwiseMap, TransportMaps.Maps.TransportMapBase.TransportMap

Map \(T({\bf x}) := [T_1({\bf x}_{{\bf j}_{1}}),\ldots,T_{d_x}({\bf x}_{{\bf j}_{d_x}})]^\top\), where \(T_i({\bf x}_{{\bf j}_{i}}): \mathbb{R}^{\text{dim}({\bf j}_{i})} \rightarrow \mathbb{R}\).

Parameters:

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

• approx_list (list [\(d_x\)] of Functional) – list of functionals for each dimension