TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase

Module Contents

Classes

NonMonotoneParametricTriangularComponentwiseTransportMap	Triangular transport map \(T[{\bf a}_{1:d_x}]({\bf x})=[T_1[{\bf a}_1], \ldots,T_{d_x}[{\bf a}_{d_x}]]^\top\), where \(T_i[{\bf a}_i]({\bf x}):\mathbb{R}^{n_i}\times\mathbb{R}^{d_x}\rightarrow\mathbb{R}\).
NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMap	LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints
NonMonotoneCommonBasisLinearSpanParametricTriangularComponentwiseTransportMap	CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints
MonotonicLinearSpanTriangularTransportMap	LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints
MonotonicCommonBasisLinearSpanTriangularTransportMap	CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints
LinearSpanTriangularTransportMap	LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints
CommonBasisLinearSpanTriangularTransportMap	CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.NonMonotoneParametricTriangularComponentwiseTransportMap(**kwargs)

Bases: TransportMaps.Maps.ParametricTriangularComponentwiseTransportMapBase.ParametricTriangularComponentwiseTransportMap

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

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMap(**kwargs)

Bases: TransportMaps.Maps.LinearSpanParametricTriangularComponentwiseMapBase.LinearSpanParametricTriangularComponentwiseMap, NonMonotoneParametricTriangularComponentwiseTransportMap

LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

get_default_init_values_minimize_kl_divergence()

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.NonMonotoneCommonBasisLinearSpanParametricTriangularComponentwiseTransportMap(**kwargs)

Bases: TransportMaps.Maps.LinearSpanParametricTriangularComponentwiseMapBase.CommonBasisLinearSpanParametricTriangularComponentwiseMap, NonMonotoneParametricTriangularComponentwiseTransportMap

CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

get_default_init_values_minimize_kl_divergence()

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.MonotonicLinearSpanTriangularTransportMap(active_vars, approx_list)

Bases: NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMap

LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.MonotonicCommonBasisLinearSpanTriangularTransportMap(active_vars, approx_list)

Bases: NonMonotoneCommonBasisLinearSpanParametricTriangularComponentwiseTransportMap

CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.LinearSpanTriangularTransportMap(active_vars, approx_list)

Bases: NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMap

LinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints

class TransportMaps.Maps.NonMonotoneLinearSpanParametricTriangularComponentwiseTransportMapBase.CommonBasisLinearSpanTriangularTransportMap(active_vars, approx_list)

Bases: NonMonotoneCommonBasisLinearSpanParametricTriangularComponentwiseTransportMap

CommonBasisLinearSpanParametricTriangularComponentwiseMap which allows for kl-minimization by enforcing pointwise constraints