TransportMaps.Maps.IntegratedSquaredParametricTriangularComponentwiseTransportMapBase

Module Contents

Classes

IntegratedSquaredParametricTriangularComponentwiseTransportMap

Triangular transport map where each component is represented by a IntegratedSquaredParametricMonotoneFunctional.

IntegratedSquaredTriangularTransportMap

Triangular transport map where each component is represented by a IntegratedSquaredParametricMonotoneFunctional.

class TransportMaps.Maps.IntegratedSquaredParametricTriangularComponentwiseTransportMapBase.IntegratedSquaredParametricTriangularComponentwiseTransportMap(**kwargs)[source]

Bases: TransportMaps.Maps.ParametricTriangularComponentwiseTransportMapBase.ParametricTriangularComponentwiseTransportMap

Triangular transport map where each component is represented by a IntegratedSquaredParametricMonotoneFunctional.

get_identity_coeffs()[source]

Returns the coefficients corresponding to the identity map

Returns:

coefficients

Return type:

(ndarray [\(N\)])

get_default_init_values_minimize_kl_divergence()[source]
class TransportMaps.Maps.IntegratedSquaredParametricTriangularComponentwiseTransportMapBase.IntegratedSquaredTriangularTransportMap(active_vars, approx_list)[source]

Bases: IntegratedSquaredParametricTriangularComponentwiseTransportMap

Triangular transport map where each component is represented by a IntegratedSquaredParametricMonotoneFunctional.