probnum.diffeq.odefilter.information_operators

ODE Information operators.

Classes

InformationOperator(input_dim, output_dim)

Information operators used in probabilistic ODE solvers.

ODEInformationOperator(input_dim, output_dim)

Information operators that depend on an ODE function.

ODEResidual(num_prior_derivatives, ode_dimension)

Information operator that measures the residual of an explicit ODE.

ApproximateInformationOperator(...)

Approximate information operators.

LocallyLinearizedInformationOperator(...[, ...])

Approximate information operators based on local linearization.

Class Inheritance Diagram

Inheritance diagram of probnum.diffeq.odefilter.information_operators.InformationOperator, probnum.diffeq.odefilter.information_operators.ODEInformationOperator, probnum.diffeq.odefilter.information_operators.ODEResidual, probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator, probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator