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C
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E
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_
__call__() (probnum._config.Configuration method)
(probnum.diffeq.callbacks.DiscreteCallback method)
(probnum.diffeq.callbacks.ODESolverCallback method)
(probnum.diffeq.odefilter.approx_strategies.ApproximationStrategy method)
(probnum.diffeq.odefilter.approx_strategies.EK0 method)
(probnum.diffeq.odefilter.approx_strategies.EK1 method)
(probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
(probnum.diffeq.odefilter.init_routines.ForwardMode method)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP method)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine method)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit method)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian method)
(probnum.diffeq.odefilter.init_routines.ReverseMode method)
(probnum.diffeq.odefilter.init_routines.Stack method)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian method)
(probnum.diffeq.odefilter.init_routines.TaylorMode method)
(probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.optim.FiltSmoothStoppingCriterion method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.Function method)
(probnum.LambdaFunction method)
(probnum.LambdaStoppingCriterion method)
(probnum.linalg.solvers.belief_updates.LinearSolverBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.matrix_based.MatrixBasedLinearBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.matrix_based.SymmetricMatrixBasedLinearBeliefUpdate method)
(probnum.linalg.solvers.belief_updates.solution_based.ProjectedResidualBeliefUpdate method)
(probnum.linalg.solvers.information_ops.LinearSolverInformationOp method)
(probnum.linalg.solvers.information_ops.MatVecInformationOp method)
(probnum.linalg.solvers.information_ops.ProjectedResidualInformationOp method)
(probnum.linalg.solvers.policies.ConjugateGradientPolicy method)
(probnum.linalg.solvers.policies.LinearSolverPolicy method)
(probnum.linalg.solvers.policies.RandomUnitVectorPolicy method)
(probnum.linalg.solvers.stopping_criteria.LinearSolverStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.MaxIterationsStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.PosteriorContractionStoppingCriterion method)
(probnum.linalg.solvers.stopping_criteria.ResidualNormStoppingCriterion method)
(probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.quad.BQStoppingCriterion method)
(probnum.quad.GaussianMeasure method)
(probnum.quad.ImmediateStop method)
(probnum.quad.IntegralVarianceTolerance method)
(probnum.quad.IntegrationMeasure method)
(probnum.quad.LebesgueMeasure method)
(probnum.quad.MaxNevals method)
(probnum.quad.RandomPolicy method)
(probnum.quad.RelativeMeanChange method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.kernels.ExpQuad method)
(probnum.randprocs.kernels.Kernel method)
(probnum.randprocs.kernels.Linear method)
(probnum.randprocs.kernels.Matern method)
(probnum.randprocs.kernels.Polynomial method)
(probnum.randprocs.kernels.ProductMatern method)
(probnum.randprocs.kernels.RatQuad method)
(probnum.randprocs.kernels.WhiteNoise method)
(probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.integrator.NordsieckLikeCoordinates method)
(probnum.randprocs.markov.integrator.Preconditioner method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.mean_fns.Zero method)
(probnum.randprocs.RandomProcess method)
(probnum.StoppingCriterion method)
_RandomVariableList (class in probnum.randvars)
A
A (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
action (probnum.linalg.solvers.LinearSolverState attribute)
actions (probnum.linalg.solvers.LinearSolverState attribute)
AdaptiveSteps (class in probnum.diffeq.stepsize)
Ainv (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
append() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.randvars._RandomVariableList method)
ApproximateInformationOperator (class in probnum.diffeq.odefilter.information_operators)
ApproximationStrategy (class in probnum.diffeq.odefilter.approx_strategies)
as_colvec() (in module probnum.utils)
as_numpy_scalar() (in module probnum.utils)
as_shape() (in module probnum.utils)
as_transition() (probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
aslinop() (in module probnum.linops)
asrandvar() (in module probnum)
(in module probnum.randvars)
astype() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
atleast_1d() (in module probnum.utils)
attempt_step() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
B
b (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
backward_implementation (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
backward_realization() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
backward_rv() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
BayesCG (class in probnum.linalg.solvers)
bayescg() (in module probnum.linalg)
BayesFiltSmooth (class in probnum.filtsmooth)
BayesianQuadrature (class in probnum.quad)
bayesquad() (in module probnum.quad)
bayesquad_from_data() (in module probnum.quad)
belief (probnum.linalg.solvers.LinearSolverState attribute)
benes_daum() (in module probnum.problems.zoo.filtsmooth)
BootstrapImportanceDistribution (class in probnum.filtsmooth.particle)
bq_iterator() (probnum.quad.BayesianQuadrature method)
BQStoppingCriterion (class in probnum.quad)
broadcast_matmat() (probnum.linops.Embedding class method)
(probnum.linops.Identity class method)
(probnum.linops.IdentityKronecker class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.Selection class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.linops.Zero class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_matvec() (probnum.linops.Embedding class method)
(probnum.linops.Identity class method)
(probnum.linops.IdentityKronecker class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.Selection class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.linops.Zero class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_rmatmat() (probnum.linops.Embedding class method)
(probnum.linops.Identity class method)
(probnum.linops.IdentityKronecker class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.Selection class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.linops.Zero class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_rmatvec() (probnum.linops.Embedding class method)
(probnum.linops.Identity class method)
(probnum.linops.IdentityKronecker class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.Selection class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.linops.Zero class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
C
car_tracking() (in module probnum.problems.zoo.filtsmooth)
Categorical (class in probnum.randvars)
cdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
cholesky() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
cholesky_update() (in module probnum.utils.linalg)
clear() (probnum.randvars._RandomVariableList method)
cond() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
condition_state_on_measurement() (in module probnum.randprocs.markov.discrete)
condition_state_on_rv() (in module probnum.randprocs.markov.discrete)
Configuration (class in probnum._config)
ConjugateGradientPolicy (class in probnum.linalg.solvers.policies)
Constant (class in probnum.randvars)
ConstantDiffusion (class in probnum.randprocs.markov.continuous)
ConstantSteps (class in probnum.diffeq.stepsize)
construct_with_lognormal_perturbation() (probnum.diffeq.perturbed.step.PerturbedStepSolver class method)
construct_with_uniform_perturbation() (probnum.diffeq.perturbed.step.PerturbedStepSolver class method)
ContinuousEKFComponent (class in probnum.filtsmooth.gaussian.approx)
ContinuousRandomVariable (class in probnum.randvars)
copy() (probnum.randvars._RandomVariableList method)
count() (probnum.randvars._RandomVariableList method)
cov (probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
cov_cholesky (probnum.randvars.Constant attribute)
(probnum.randvars.Normal attribute)
cov_cholesky_is_precomputed (probnum.randvars.Normal attribute)
D
ddf (probnum.problems.InitialValueProblem attribute)
dense_cov (probnum.randvars.Normal attribute)
dense_cov_cholesky() (probnum.randvars.Normal method)
dense_mean (probnum.randvars.Normal attribute)
dense_output() (probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
det() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
df (probnum.problems.InitialValueProblem attribute)
Diffusion (class in probnum.randprocs.markov.continuous)
diffusions (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
dimension (probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.problems.InitialValueProblem attribute)
DiscreteCallback (class in probnum.diffeq.callbacks)
DiscreteEKFComponent (class in probnum.filtsmooth.gaussian.approx)
DiscreteRandomVariable (class in probnum.randvars)
DiscreteUKFComponent (class in probnum.filtsmooth.gaussian.approx)
discretise() (probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dispersion_function() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dispersion_matrix (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
dispersion_matrix_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
double_gram_schmidt() (in module probnum.utils.linalg)
drift_function() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
drift_jacobian() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
drift_matrix (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
drift_matrix_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
dtype (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
E
effective_number_of_events() (in module probnum.filtsmooth.particle)
eigvals() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
EK0 (class in probnum.diffeq.odefilter.approx_strategies)
EK1 (class in probnum.diffeq.odefilter.approx_strategies)
Embedding (class in probnum.linops)
entropy (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
equivalent_discretisation_preconditioned (probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
error_estimate (probnum.diffeq.ODESolverState attribute)
errorest_to_norm() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
estimate_locally() (probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
evaluate_error() (probnum.filtsmooth.optim.FiltSmoothStoppingCriterion method)
ExpQuad (class in probnum.randprocs.kernels)
extend() (probnum.randvars._RandomVariableList method)
F
factors (probnum.linops.Scaling attribute)
filter() (probnum.filtsmooth.gaussian.Kalman method)
(probnum.filtsmooth.particle.ParticleFilter method)
filter_generator() (probnum.filtsmooth.particle.ParticleFilter method)
filter_kalman() (in module probnum.filtsmooth)
filtered_states_generator() (probnum.filtsmooth.gaussian.Kalman method)
filtering_solution (probnum.diffeq.odefilter.ODEFilterSolution attribute)
FilteringPosterior (class in probnum.filtsmooth.gaussian)
filtsmooth() (probnum.filtsmooth.gaussian.Kalman method)
FiltSmoothStoppingCriterion (class in probnum.filtsmooth.optim)
fitzhughnagumo() (in module probnum.problems.zoo.diffeq)
force_vector (probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
force_vector_function() (probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
forward_implementation (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
forward_realization() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
forward_rv() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
ForwardMode (class in probnum.diffeq.odefilter.init_routines)
ForwardModeJVP (class in probnum.diffeq.odefilter.init_routines)
freeze() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
from_callable() (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent class method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent class method)
(probnum.randprocs.markov.discrete.LinearGaussian class method)
(probnum.randprocs.markov.discrete.LTIGaussian class method)
(probnum.randprocs.markov.discrete.NonlinearGaussian class method)
from_database_entry() (probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
from_ekf() (probnum.filtsmooth.particle.LinearizationImportanceDistribution class method)
from_linop() (probnum.randprocs.markov.discrete.LTIGaussian class method)
from_order() (probnum.randprocs.markov.integrator.NordsieckLikeCoordinates class method)
from_problem() (probnum.quad.BayesianQuadrature class method)
from_ukf() (probnum.filtsmooth.particle.LinearizationImportanceDistribution class method)
frozen (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
Function (class in probnum)
G
GaussianMeasure (class in probnum.quad)
GaussianProcess (class in probnum.randprocs)
GaussNewton (class in probnum.filtsmooth.optim)
generate_artificial_measurements() (in module probnum.randprocs.markov.utils)
generate_importance_rv() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
gram_schmidt() (in module probnum.utils.linalg)
H
has_converged() (probnum.quad.BayesianQuadrature method)
hyperparameter() (probnum.linalg.solvers.beliefs.LinearSystemBelief method)
I
identical_factors (probnum.linops.SymmetricKronecker attribute)
Identity (class in probnum.linops)
IdentityKronecker (class in probnum.linops)
ImmediateStop (class in probnum.quad)
ImportanceDistribution (class in probnum.filtsmooth.particle)
in_support() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
incorporate_ode() (probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
index() (probnum.randvars._RandomVariableList method)
indices (probnum.linops.Selection attribute)
induced_norm() (in module probnum.utils.linalg)
infer_median_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
infer_moment_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
InformationOperator (class in probnum.diffeq.odefilter.information_operators)
InitializationRoutine (class in probnum.diffeq.odefilter.init_routines)
initialize() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
InitialValueProblem (class in probnum.problems)
inner_product() (in module probnum.utils.linalg)
input_ndim (probnum.Function attribute)
(probnum.LambdaFunction attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.kernels.ExpQuad attribute)
(probnum.randprocs.kernels.Kernel attribute)
(probnum.randprocs.kernels.Linear attribute)
(probnum.randprocs.kernels.Matern attribute)
(probnum.randprocs.kernels.Polynomial attribute)
(probnum.randprocs.kernels.ProductMatern attribute)
(probnum.randprocs.kernels.RatQuad attribute)
(probnum.randprocs.kernels.WhiteNoise attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.mean_fns.Zero attribute)
(probnum.randprocs.RandomProcess attribute)
input_shape (probnum.Function attribute)
(probnum.LambdaFunction attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.kernels.ExpQuad attribute)
(probnum.randprocs.kernels.Kernel attribute)
(probnum.randprocs.kernels.Linear attribute)
(probnum.randprocs.kernels.Matern attribute)
(probnum.randprocs.kernels.Polynomial attribute)
(probnum.randprocs.kernels.ProductMatern attribute)
(probnum.randprocs.kernels.RatQuad attribute)
(probnum.randprocs.kernels.WhiteNoise attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.mean_fns.Zero attribute)
(probnum.randprocs.RandomProcess attribute)
insert() (probnum.randvars._RandomVariableList method)
IntegralVarianceTolerance (class in probnum.quad)
integrate() (probnum.quad.BayesianQuadrature method)
IntegratedOrnsteinUhlenbeckProcess (class in probnum.randprocs.markov.integrator)
IntegratedOrnsteinUhlenbeckTransition (class in probnum.randprocs.markov.integrator)
IntegratedWienerProcess (class in probnum.randprocs.markov.integrator)
IntegratedWienerTransition (class in probnum.randprocs.markov.integrator)
IntegrationMeasure (class in probnum.quad)
IntegratorTransition (class in probnum.randprocs.markov.integrator)
interpolate() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
inv() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
inverse (probnum.randprocs.markov.integrator.NordsieckLikeCoordinates attribute)
(probnum.randprocs.markov.integrator.Preconditioner attribute)
is_accepted() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
is_exact (probnum.diffeq.odefilter.init_routines.ForwardMode attribute)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP attribute)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.ReverseMode attribute)
(probnum.diffeq.odefilter.init_routines.Stack attribute)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.TaylorMode attribute)
is_isotropic (probnum.linops.Scaling attribute)
is_lower_triangular (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_positive_definite (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_square (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_symmetric (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
is_upper_triangular (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
IsotropicMixin (class in probnum.randprocs.kernels)
iterated_filtsmooth() (probnum.filtsmooth.gaussian.Kalman method)
iterated_filtsmooth_posterior_generator() (probnum.filtsmooth.gaussian.Kalman method)
IteratedDiscreteComponent (class in probnum.filtsmooth.optim)
J
jacobian() (probnum.diffeq.odefilter.information_operators.ApproximateInformationOperator method)
(probnum.diffeq.odefilter.information_operators.InformationOperator method)
(probnum.diffeq.odefilter.information_operators.LocallyLinearizedInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEInformationOperator method)
(probnum.diffeq.odefilter.information_operators.ODEResidual method)
jointly_transform_base_measure_realization_list_backward() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
jointly_transform_base_measure_realization_list_forward() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
K
Kalman (class in probnum.filtsmooth.gaussian)
KalmanPosterior (class in probnum.filtsmooth.gaussian)
Kernel (class in probnum.randprocs.kernels)
kernel_mean() (probnum.quad.KernelEmbedding method)
kernel_variance() (probnum.quad.KernelEmbedding method)
KernelEmbedding (class in probnum.quad)
Kronecker (class in probnum.linops)
L
LambdaFunction (class in probnum)
LambdaStoppingCriterion (class in probnum)
LebesgueMeasure (class in probnum.quad)
Linear (class in probnum.randprocs.kernels)
LinearGaussian (class in probnum.randprocs.markov.discrete)
LinearizationImportanceDistribution (class in probnum.filtsmooth.particle)
linearize() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
LinearOperator (class in probnum.linops)
LinearSDE (class in probnum.randprocs.markov.continuous)
LinearSolverBeliefUpdate (class in probnum.linalg.solvers.belief_updates)
LinearSolverInformationOp (class in probnum.linalg.solvers.information_ops)
LinearSolverPolicy (class in probnum.linalg.solvers.policies)
LinearSolverState (class in probnum.linalg.solvers)
LinearSolverStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
LinearSystem (class in probnum.problems)
LinearSystemBelief (class in probnum.linalg.solvers.beliefs)
LocallyLinearizedInformationOperator (class in probnum.diffeq.odefilter.information_operators)
locations (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
log_correction_factor() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
logabsdet() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
logcdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
logistic() (in module probnum.problems.zoo.diffeq)
logistic_ode() (in module probnum.problems.zoo.filtsmooth)
logpdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
logpmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
lorenz63() (in module probnum.problems.zoo.diffeq)
lorenz96() (in module probnum.problems.zoo.diffeq)
lotkavolterra() (in module probnum.problems.zoo.diffeq)
LTIGaussian (class in probnum.randprocs.markov.discrete)
LTISDE (class in probnum.randprocs.markov.continuous)
M
marginal() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
MarkovProcess (class in probnum.randprocs.markov)
Matern (class in probnum.randprocs.kernels)
MaternProcess (class in probnum.randprocs.markov.integrator)
MaternTransition (class in probnum.randprocs.markov.integrator)
Matrix (class in probnum.linops)
matrix() (probnum.randprocs.kernels.ExpQuad method)
(probnum.randprocs.kernels.Kernel method)
(probnum.randprocs.kernels.Linear method)
(probnum.randprocs.kernels.Matern method)
(probnum.randprocs.kernels.Polynomial method)
(probnum.randprocs.kernels.ProductMatern method)
(probnum.randprocs.kernels.RatQuad method)
(probnum.randprocs.kernels.WhiteNoise method)
matrix_fraction_decomposition() (in module probnum.randprocs.markov.continuous)
MatrixBasedLinearBeliefUpdate (class in probnum.linalg.solvers.belief_updates.matrix_based)
MatrixBasedPLS (class in probnum.linalg.solvers)
MatVecInformationOp (class in probnum.linalg.solvers.information_ops)
MaxIterationsStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
MaxNevals (class in probnum.quad)
mde_atol (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mde_rtol (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mde_solver (probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
mean (probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
median (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
median_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
merge_regression_problems() (in module probnum.filtsmooth.utils)
method_callback() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
mode (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
modified_gram_schmidt() (in module probnum.utils.linalg)
module
probnum
probnum._config
probnum.diffeq
probnum.diffeq.callbacks
probnum.diffeq.odefilter
probnum.diffeq.odefilter.approx_strategies
probnum.diffeq.odefilter.information_operators
probnum.diffeq.odefilter.init_routines
probnum.diffeq.perturbed
probnum.diffeq.perturbed.scipy_wrapper
probnum.diffeq.perturbed.step
probnum.diffeq.stepsize
probnum.filtsmooth
probnum.filtsmooth.gaussian
probnum.filtsmooth.gaussian.approx
probnum.filtsmooth.optim
probnum.filtsmooth.particle
probnum.filtsmooth.utils
probnum.linalg
probnum.linalg.solvers
probnum.linalg.solvers.belief_updates
probnum.linalg.solvers.belief_updates.matrix_based
probnum.linalg.solvers.belief_updates.solution_based
probnum.linalg.solvers.beliefs
probnum.linalg.solvers.information_ops
probnum.linalg.solvers.policies
probnum.linalg.solvers.stopping_criteria
probnum.linops
probnum.problems
probnum.problems.zoo
probnum.problems.zoo.diffeq
probnum.problems.zoo.filtsmooth
probnum.problems.zoo.linalg
probnum.quad
probnum.randprocs
probnum.randprocs.kernels
probnum.randprocs.markov
probnum.randprocs.markov.continuous
probnum.randprocs.markov.discrete
probnum.randprocs.markov.integrator
probnum.randprocs.markov.utils
probnum.randprocs.mean_fns
probnum.randvars
probnum.utils
probnum.utils.linalg
moment_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
N
ndim (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
next_step() (probnum.linalg.solvers.LinearSolverState method)
noise (probnum.randprocs.markov.discrete.LTIGaussian attribute)
noise_fun (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
noise_var (probnum.linalg.solvers.belief_updates.solution_based.ProjectedResidualBeliefUpdate attribute)
NonlinearGaussian (class in probnum.randprocs.markov.discrete)
NonProbabilisticFit (class in probnum.diffeq.odefilter.init_routines)
NonProbabilisticFitWithJacobian (class in probnum.diffeq.odefilter.init_routines)
NordsieckLikeCoordinates (class in probnum.randprocs.markov.integrator)
Normal (class in probnum.randvars)
num_blocks (probnum.linops.IdentityKronecker attribute)
num_derivatives (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
O
observation (probnum.linalg.solvers.LinearSolverState attribute)
observations (probnum.linalg.solvers.LinearSolverState attribute)
ode_has_been_incorporated (probnum.diffeq.odefilter.information_operators.ODEInformationOperator attribute)
(probnum.diffeq.odefilter.information_operators.ODEResidual attribute)
ODEFilter (class in probnum.diffeq.odefilter)
ODEFilterSolution (class in probnum.diffeq.odefilter)
ODEInformationOperator (class in probnum.diffeq.odefilter.information_operators)
ODEResidual (class in probnum.diffeq.odefilter.information_operators)
ODESolution (class in probnum.diffeq)
ODESolver (class in probnum.diffeq)
ODESolverCallback (class in probnum.diffeq.callbacks)
ODESolverState (class in probnum.diffeq)
ornstein_uhlenbeck() (in module probnum.problems.zoo.filtsmooth)
output_dim (probnum.problems.QuadratureProblem attribute)
output_ndim (probnum.Function attribute)
(probnum.LambdaFunction attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.kernels.ExpQuad attribute)
(probnum.randprocs.kernels.Kernel attribute)
(probnum.randprocs.kernels.Linear attribute)
(probnum.randprocs.kernels.Matern attribute)
(probnum.randprocs.kernels.Polynomial attribute)
(probnum.randprocs.kernels.ProductMatern attribute)
(probnum.randprocs.kernels.RatQuad attribute)
(probnum.randprocs.kernels.WhiteNoise attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.mean_fns.Zero attribute)
(probnum.randprocs.RandomProcess attribute)
output_shape (probnum.Function attribute)
(probnum.LambdaFunction attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.kernels.ExpQuad attribute)
(probnum.randprocs.kernels.Kernel attribute)
(probnum.randprocs.kernels.Linear attribute)
(probnum.randprocs.kernels.Matern attribute)
(probnum.randprocs.kernels.Polynomial attribute)
(probnum.randprocs.kernels.ProductMatern attribute)
(probnum.randprocs.kernels.RatQuad attribute)
(probnum.randprocs.kernels.WhiteNoise attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess attribute)
(probnum.randprocs.markov.integrator.MaternProcess attribute)
(probnum.randprocs.markov.MarkovProcess attribute)
(probnum.randprocs.mean_fns.Zero attribute)
(probnum.randprocs.RandomProcess attribute)
P
parameters (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
ParticleFilter (class in probnum.filtsmooth.particle)
ParticleFilterPosterior (class in probnum.filtsmooth.particle)
pdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
pendulum() (in module probnum.problems.zoo.filtsmooth)
perform_full_step() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
perturb_lognormal() (in module probnum.diffeq.perturbed.step)
perturb_uniform() (in module probnum.diffeq.perturbed.step)
PerturbedStepSolution (class in probnum.diffeq.perturbed.step)
PerturbedStepSolver (class in probnum.diffeq.perturbed.step)
perturbsolve_ivp() (in module probnum.diffeq)
PiecewiseConstantDiffusion (class in probnum.randprocs.markov.continuous)
pmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
Polynomial (class in probnum.randprocs.kernels)
pop() (probnum.randvars._RandomVariableList method)
PosteriorContractionStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
postprocess() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
precompute_cov_cholesky() (probnum.randvars.Normal method)
precon (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
Preconditioner (class in probnum.randprocs.markov.integrator)
prior (probnum.linalg.solvers.LinearSolverState attribute)
ProbabilisticKaczmarz (class in probnum.linalg.solvers)
ProbabilisticLinearSolver (class in probnum.linalg.solvers)
ProbabilisticNumericalMethod (class in probnum)
probabilities (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
problem (probnum.linalg.solvers.LinearSolverState attribute)
problinsolve() (in module probnum.linalg)
probnum
module
probnum._config
module
probnum.diffeq
module
probnum.diffeq.callbacks
module
probnum.diffeq.odefilter
module
probnum.diffeq.odefilter.approx_strategies
module
probnum.diffeq.odefilter.information_operators
module
probnum.diffeq.odefilter.init_routines
module
probnum.diffeq.perturbed
module
probnum.diffeq.perturbed.scipy_wrapper
module
probnum.diffeq.perturbed.step
module
probnum.diffeq.stepsize
module
probnum.filtsmooth
module
probnum.filtsmooth.gaussian
module
probnum.filtsmooth.gaussian.approx
module
probnum.filtsmooth.optim
module
probnum.filtsmooth.particle
module
probnum.filtsmooth.utils
module
probnum.linalg
module
probnum.linalg.solvers
module
probnum.linalg.solvers.belief_updates
module
probnum.linalg.solvers.belief_updates.matrix_based
module
probnum.linalg.solvers.belief_updates.solution_based
module
probnum.linalg.solvers.beliefs
module
probnum.linalg.solvers.information_ops
module
probnum.linalg.solvers.policies
module
probnum.linalg.solvers.stopping_criteria
module
probnum.linops
module
probnum.problems
module
probnum.problems.zoo
module
probnum.problems.zoo.diffeq
module
probnum.problems.zoo.filtsmooth
module
probnum.problems.zoo.linalg
module
probnum.quad
module
probnum.randprocs
module
probnum.randprocs.kernels
module
probnum.randprocs.markov
module
probnum.randprocs.markov.continuous
module
probnum.randprocs.markov.discrete
module
probnum.randprocs.markov.integrator
module
probnum.randprocs.markov.utils
module
probnum.randprocs.mean_fns
module
probnum.randvars
module
probnum.utils
module
probnum.utils.linalg
module
probsolve_ivp() (in module probnum.diffeq)
process_initrv_with_data() (probnum.filtsmooth.particle.BootstrapImportanceDistribution method)
(probnum.filtsmooth.particle.ImportanceDistribution method)
(probnum.filtsmooth.particle.LinearizationImportanceDistribution method)
ProductMatern (class in probnum.randprocs.kernels)
proj2coord() (probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.IntegratorTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
ProjectedResidualBeliefUpdate (class in probnum.linalg.solvers.belief_updates.solution_based)
ProjectedResidualInformationOp (class in probnum.linalg.solvers.information_ops)
propose_firststep() (in module probnum.diffeq.stepsize)
push_forward() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
Q
QuadratureProblem (class in probnum.problems)
quantile() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
R
random_linear_system() (in module probnum.problems.zoo.linalg)
random_sparse_spd_matrix() (in module probnum.problems.zoo.linalg)
random_spd_matrix() (in module probnum.problems.zoo.linalg)
RandomPolicy (class in probnum.quad)
RandomProcess (class in probnum.randprocs)
RandomUnitVectorPolicy (class in probnum.linalg.solvers.policies)
RandomVariable (class in probnum.randvars)
rank() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
RatQuad (class in probnum.randprocs.kernels)
reference_state (probnum.diffeq.ODESolverState attribute)
register() (probnum._config.Configuration method)
RelativeMeanChange (class in probnum.quad)
remove() (probnum.randvars._RandomVariableList method)
requires_jax (probnum.diffeq.odefilter.init_routines.ForwardMode attribute)
(probnum.diffeq.odefilter.init_routines.ForwardModeJVP attribute)
(probnum.diffeq.odefilter.init_routines.InitializationRoutine attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFit attribute)
(probnum.diffeq.odefilter.init_routines.NonProbabilisticFitWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.ReverseMode attribute)
(probnum.diffeq.odefilter.init_routines.Stack attribute)
(probnum.diffeq.odefilter.init_routines.StackWithJacobian attribute)
(probnum.diffeq.odefilter.init_routines.TaylorMode attribute)
resample() (probnum.randvars._RandomVariableList method)
(probnum.randvars.Categorical method)
reshape() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
residual (probnum.linalg.solvers.LinearSolverState attribute)
ResidualNormStoppingCriterion (class in probnum.linalg.solvers.stopping_criteria)
residuals (probnum.linalg.solvers.LinearSolverState attribute)
reverse() (probnum.randvars._RandomVariableList method)
ReverseMode (class in probnum.diffeq.odefilter.init_routines)
rigidbody() (in module probnum.problems.zoo.diffeq)
rvlist_to_odesol() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
S
sample() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.quad.GaussianMeasure method)
(probnum.quad.IntegrationMeasure method)
(probnum.quad.LebesgueMeasure method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
scalar (probnum.linops.Scaling attribute)
Scaling (class in probnum.linops)
scipy_rv (probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
SDE (class in probnum.randprocs.markov.continuous)
seir() (in module probnum.problems.zoo.diffeq)
Selection (class in probnum.linops)
shape (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
size (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
smooth() (probnum.filtsmooth.gaussian.Kalman method)
smooth_list() (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent method)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent method)
(probnum.filtsmooth.optim.IteratedDiscreteComponent method)
(probnum.randprocs.markov.continuous.LinearSDE method)
(probnum.randprocs.markov.continuous.LTISDE method)
(probnum.randprocs.markov.continuous.SDE method)
(probnum.randprocs.markov.discrete.LinearGaussian method)
(probnum.randprocs.markov.discrete.LTIGaussian method)
(probnum.randprocs.markov.discrete.NonlinearGaussian method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition method)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition method)
(probnum.randprocs.markov.integrator.MaternTransition method)
(probnum.randprocs.markov.Transition method)
smooth_rts() (in module probnum.filtsmooth)
SmoothingPosterior (class in probnum.filtsmooth.gaussian)
solution (probnum.problems.InitialValueProblem attribute)
(probnum.problems.LinearSystem attribute)
(probnum.problems.QuadratureProblem attribute)
(probnum.problems.TimeSeriesRegressionProblem attribute)
solution_generator() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
(probnum.filtsmooth.optim.GaussNewton method)
(probnum.filtsmooth.optim.StateSpaceOptimizer method)
solve() (probnum.diffeq.odefilter.ODEFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyRungeKutta method)
(probnum.diffeq.perturbed.step.PerturbedStepSolver method)
(probnum.filtsmooth.optim.GaussNewton method)
(probnum.filtsmooth.optim.StateSpaceOptimizer method)
(probnum.linalg.solvers.BayesCG method)
(probnum.linalg.solvers.MatrixBasedPLS method)
(probnum.linalg.solvers.ProbabilisticKaczmarz method)
(probnum.linalg.solvers.ProbabilisticLinearSolver method)
(probnum.linalg.solvers.SymMatrixBasedPLS method)
(probnum.ProbabilisticNumericalMethod method)
solve_iterator() (probnum.linalg.solvers.BayesCG method)
(probnum.linalg.solvers.MatrixBasedPLS method)
(probnum.linalg.solvers.ProbabilisticKaczmarz method)
(probnum.linalg.solvers.ProbabilisticLinearSolver method)
(probnum.linalg.solvers.SymMatrixBasedPLS method)
sort() (probnum.randvars._RandomVariableList method)
Stack (class in probnum.diffeq.odefilter.init_routines)
StackWithJacobian (class in probnum.diffeq.odefilter.init_routines)
state_dimension (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent attribute)
(probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.continuous.SDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
states (probnum.diffeq.odefilter.ODEFilterSolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution attribute)
(probnum.diffeq.perturbed.step.PerturbedStepSolution attribute)
(probnum.filtsmooth.gaussian.FilteringPosterior attribute)
(probnum.filtsmooth.gaussian.KalmanPosterior attribute)
(probnum.filtsmooth.gaussian.SmoothingPosterior attribute)
(probnum.filtsmooth.particle.ParticleFilterPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
StateSpaceOptimizer (class in probnum.filtsmooth.optim)
std (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
std() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
step (probnum.linalg.solvers.LinearSolverState attribute)
StepRule (class in probnum.diffeq.stepsize)
StoppingCriterion (class in probnum)
suggest() (probnum.diffeq.stepsize.AdaptiveSteps method)
(probnum.diffeq.stepsize.ConstantSteps method)
(probnum.diffeq.stepsize.StepRule method)
suitesparse_matrix() (in module probnum.problems.zoo.linalg)
SuiteSparseMatrix (class in probnum.problems.zoo.linalg)
support (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
SymMatrixBasedPLS (class in probnum.linalg.solvers)
SymmetricKronecker (class in probnum.linops)
SymmetricMatrixBasedLinearBeliefUpdate (class in probnum.linalg.solvers.belief_updates.matrix_based)
Symmetrize (class in probnum.linops)
symmetrize() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
T
T (probnum.linops.Embedding attribute)
(probnum.linops.Identity attribute)
(probnum.linops.IdentityKronecker attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.Selection attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Zero attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
t0 (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
TaylorMode (class in probnum.diffeq.odefilter.init_routines)
threebody() (in module probnum.problems.zoo.diffeq)
threebody_jax() (in module probnum.problems.zoo.diffeq)
TimeSeriesPosterior (class in probnum.filtsmooth)
TimeSeriesRegressionProblem (class in probnum.problems)
tmax (probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion attribute)
todense() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
trace() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
transform_base_measure_realizations() (probnum.diffeq.odefilter.ODEFilterSolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.perturbed.scipy_wrapper.WrappedScipyODESolution method)
(probnum.diffeq.perturbed.step.PerturbedStepSolution method)
(probnum.filtsmooth.gaussian.FilteringPosterior method)
(probnum.filtsmooth.gaussian.KalmanPosterior method)
(probnum.filtsmooth.gaussian.SmoothingPosterior method)
(probnum.filtsmooth.particle.ParticleFilterPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
Transition (class in probnum.randprocs.markov)
transition_fun (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
transition_fun_jacobian (probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent attribute)
(probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent attribute)
(probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
(probnum.randprocs.markov.discrete.NonlinearGaussian attribute)
transition_matrix (probnum.randprocs.markov.discrete.LTIGaussian attribute)
transition_matrix_fun (probnum.randprocs.markov.discrete.LinearGaussian attribute)
(probnum.randprocs.markov.discrete.LTIGaussian attribute)
transpose() (probnum.linops.Embedding method)
(probnum.linops.Identity method)
(probnum.linops.IdentityKronecker method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.Selection method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Zero method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
tril_to_positive_tril() (in module probnum.utils.linalg)
U
update_in_place() (probnum.randprocs.markov.continuous.ConstantDiffusion method)
(probnum.randprocs.markov.continuous.Diffusion method)
(probnum.randprocs.markov.continuous.PiecewiseConstantDiffusion method)
V
vanderpol() (in module probnum.problems.zoo.diffeq)
vanderpol_jax() (in module probnum.problems.zoo.diffeq)
var (probnum.randvars._RandomVariableList attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
var() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckProcess method)
(probnum.randprocs.markov.integrator.IntegratedWienerProcess method)
(probnum.randprocs.markov.integrator.MaternProcess method)
(probnum.randprocs.markov.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
W
WhiteNoise (class in probnum.randprocs.kernels)
wiener_process_dimension (probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent attribute)
(probnum.randprocs.markov.continuous.LinearSDE attribute)
(probnum.randprocs.markov.continuous.LTISDE attribute)
(probnum.randprocs.markov.continuous.SDE attribute)
(probnum.randprocs.markov.integrator.IntegratedOrnsteinUhlenbeckTransition attribute)
(probnum.randprocs.markov.integrator.IntegratedWienerTransition attribute)
(probnum.randprocs.markov.integrator.IntegratorTransition attribute)
(probnum.randprocs.markov.integrator.MaternTransition attribute)
WrappedSciPyContinuousRandomVariable (class in probnum.randvars)
WrappedSciPyDiscreteRandomVariable (class in probnum.randvars)
WrappedScipyODESolution (class in probnum.diffeq.perturbed.scipy_wrapper)
WrappedSciPyRandomVariable (class in probnum.randvars)
WrappedScipyRungeKutta (class in probnum.diffeq.perturbed.scipy_wrapper)
X
x (probnum.linalg.solvers.beliefs.LinearSystemBelief attribute)
Z
Zero (class in probnum.linops)
(class in probnum.randprocs.mean_fns)