ODEInformationOperator

class probnum.diffeq.odefilter.information_operators.ODEInformationOperator(input_dim, output_dim)

Bases: probnum.diffeq.odefilter.information_operators.InformationOperator

Information operators that depend on an ODE function.

Other than InformationOperator`s, :class:`ODEInformationOperators depend explicitly on an InitialValueProblem. Not all information operators that are used in ODE solvers do.

Attributes Summary

ode_has_been_incorporated

rtype

bool

Methods Summary

__call__(t, x)

Call self as a function.

as_transition([measurement_cov_fun, ...])

incorporate_ode(ode)

Incorporate the ODE into the operator.

jacobian(t, x)

rtype

ndarray

Attributes Documentation

ode_has_been_incorporated
Return type

bool

Methods Documentation

abstract __call__(t, x)

Call self as a function.

Return type

ndarray

as_transition(measurement_cov_fun=None, measurement_cov_cholesky_fun=None)[source]
incorporate_ode(ode)[source]

Incorporate the ODE into the operator.

jacobian(t, x)
Return type

ndarray