ODEInformationOperator¶

class probnum.diffeq.odefiltsmooth.information_operators.ODEInformationOperator(input_dim, output_dim)¶

Bases: probnum.diffeq.odefiltsmooth.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