probnum
v0.1.2
Introduction
Probabilistic Numerics
ProbNum Quickstart
Tutorials and Examples
Probabilistic Numerical Methods
Probability
Linear Algebra
Ordinary Differential Equations
API Documentation
probnum.diffeq
probnum.filtsmooth
probnum.linalg
probnum.linops
probnum.quad
probnum.random_variables
probnum.utils
Contributing to ProbNum
Developer Introduction
Developer Guides
Style Guide
Benchmarking Code
Other
GitHub Repository
ProbNum Contributors
License
probnum
»
Index
Edit on GitHub
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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Y
_
__call__() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.IVP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODE method)
(probnum.diffeq.ODEPrior method)
(probnum.diffeq.ODESolution method)
(probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.FiltSmoothPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.LTISDE method)
(probnum.filtsmooth.SDE method)
(probnum.filtsmooth.Transition method)
(probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
A
AdaptiveSteps (class in probnum.diffeq)
adjoint() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
as_colvec() (in module probnum.utils)
as_numpy_scalar() (in module probnum.utils)
as_random_state() (in module probnum.utils)
as_shape() (in module probnum.utils)
aslinop() (in module probnum.linops)
asrandvar() (in module probnum.random_variables)
AsymmetricMatrixBasedSolver (class in probnum.linalg)
B
bayescg() (in module probnum.linalg)
BayesianQuadrature (class in probnum.quad)
bayesquad() (in module probnum.quad)
C
cdf() (probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
cond() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
condition_state_on_measurement() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
Constant (class in probnum.random_variables)
ConstantSteps (class in probnum.diffeq)
continue_filtsmooth_iteration() (probnum.filtsmooth.FixedPointStopping method)
(probnum.filtsmooth.StoppingCriterion method)
continue_predict_iteration() (probnum.filtsmooth.FixedPointStopping method)
(probnum.filtsmooth.StoppingCriterion method)
continue_update_iteration() (probnum.filtsmooth.FixedPointStopping method)
(probnum.filtsmooth.StoppingCriterion method)
ContinuousEKFComponent (class in probnum.filtsmooth)
ContinuousRandomVariable (class in probnum.random_variables)
ContinuousUKFComponent (class in probnum.filtsmooth)
cov (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
cov_cholesky (probnum.random_variables.Normal attribute)
D
dense_cov (probnum.random_variables.Normal attribute)
dense_cov_cholesky() (probnum.random_variables.Normal method)
dense_mean (probnum.random_variables.Normal attribute)
derive_random_seed() (in module probnum.utils)
det() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
diffusionmatrix() (probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
dimension (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.IVP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODE attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.ContinuousEKFComponent attribute)
(probnum.filtsmooth.ContinuousUKFComponent attribute)
(probnum.filtsmooth.DiscreteEKFComponent attribute)
(probnum.filtsmooth.DiscreteGaussian attribute)
(probnum.filtsmooth.DiscreteLinearGaussian attribute)
(probnum.filtsmooth.DiscreteLTIGaussian attribute)
(probnum.filtsmooth.DiscreteUKFComponent attribute)
(probnum.filtsmooth.LinearSDE attribute)
(probnum.filtsmooth.LTISDE attribute)
(probnum.filtsmooth.SDE attribute)
(probnum.filtsmooth.Transition attribute)
DiscreteEKFComponent (class in probnum.filtsmooth)
DiscreteGaussian (class in probnum.filtsmooth)
DiscreteLinearGaussian (class in probnum.filtsmooth)
DiscreteLTIGaussian (class in probnum.filtsmooth)
DiscreteRandomVariable (class in probnum.random_variables)
DiscreteUKFComponent (class in probnum.filtsmooth)
discretise() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.LTISDE method)
dispersionmatrix (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDE attribute)
dispersionmatrix() (probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.SDE method)
dot() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
drift() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.LTISDE method)
(probnum.filtsmooth.SDE method)
driftmatrix (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDE attribute)
dtype (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
dy (probnum.diffeq.ODESolution attribute)
dynamicmodel (probnum.filtsmooth.IteratedKalman attribute)
(probnum.filtsmooth.Kalman attribute)
dynamics() (probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
dynamicsmatrix() (probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
E
eigvals() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
entropy (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
estimate_statistics() (probnum.filtsmooth.UnscentedTransform method)
F
filter() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
filter_step() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
filtsmooth() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
FiltSmoothPosterior (class in probnum.filtsmooth)
fitzhughnagumo() (in module probnum.diffeq)
FixedPointStopping (class in probnum.filtsmooth)
forcevec (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDE attribute)
forcevector() (probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
from_ode() (probnum.filtsmooth.DiscreteEKFComponent class method)
(probnum.filtsmooth.DiscreteUKFComponent class method)
G
GaussianIVPFilter (class in probnum.diffeq)
generate() (in module probnum.filtsmooth)
H
H (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.MatrixMult attribute)
(probnum.linops.ScalarMult attribute)
(probnum.linops.Svec attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Vec attribute)
has_converged() (probnum.linalg.AsymmetricMatrixBasedSolver method)
(probnum.linalg.MatrixBasedSolver method)
(probnum.linalg.ProbabilisticLinearSolver method)
(probnum.linalg.SolutionBasedSolver method)
(probnum.linalg.SymmetricMatrixBasedSolver method)
hessian() (probnum.diffeq.IVP method)
(probnum.diffeq.ODE method)
I
IBM (class in probnum.diffeq)
Identity (class in probnum.linops)
in_support() (probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
infer_median_dtype() (probnum.random_variables.Constant static method)
(probnum.random_variables.ContinuousRandomVariable static method)
(probnum.random_variables.DiscreteRandomVariable static method)
(probnum.random_variables.Normal static method)
(probnum.random_variables.RandomVariable static method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable static method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable static method)
(probnum.random_variables.WrappedSciPyRandomVariable static method)
infer_moment_dtype() (probnum.random_variables.Constant static method)
(probnum.random_variables.ContinuousRandomVariable static method)
(probnum.random_variables.DiscreteRandomVariable static method)
(probnum.random_variables.Normal static method)
(probnum.random_variables.RandomVariable static method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable static method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable static method)
(probnum.random_variables.WrappedSciPyRandomVariable static method)
initialdistribution (probnum.diffeq.IVP attribute)
(probnum.filtsmooth.IteratedKalman attribute)
(probnum.filtsmooth.Kalman attribute)
initialise() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
initialrandomvariable (probnum.diffeq.IVP attribute)
(probnum.filtsmooth.IteratedKalman attribute)
(probnum.filtsmooth.Kalman attribute)
integrate() (probnum.quad.BayesianQuadrature method)
(probnum.quad.WarpedBayesianQuadrature method)
inv() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
inverse_preconditioner (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
IOUP (class in probnum.diffeq)
is_accepted() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
iterated_filtsmooth() (probnum.filtsmooth.IteratedKalman method)
IteratedKalman (class in probnum.filtsmooth)
IVP (class in probnum.diffeq)
ivp2ekf0() (in module probnum.diffeq)
ivp2ekf1() (in module probnum.diffeq)
ivp2ukf() (in module probnum.diffeq)
J
jacobian() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.IVP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODE method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
(probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.LTISDE method)
(probnum.filtsmooth.SDE method)
K
Kalman (class in probnum.filtsmooth)
KalmanPosterior (class in probnum.filtsmooth)
Kronecker (class in probnum.linops)
L
linear_sde_statistics() (in module probnum.filtsmooth)
LinearOperator (class in probnum.linops)
LinearSDE (class in probnum.filtsmooth)
locations (probnum.filtsmooth.KalmanPosterior attribute)
logabsdet() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
logcdf() (probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
logistic() (in module probnum.diffeq)
logpdf() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
logpmf() (probnum.random_variables.Constant method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
lotkavolterra() (in module probnum.diffeq)
LTISDE (class in probnum.filtsmooth)
M
Matern (class in probnum.diffeq)
matmat() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
matrix_fraction_decomposition() (in module probnum.filtsmooth)
MatrixBasedSolver (class in probnum.linalg)
MatrixMult (class in probnum.linops)
matvec() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
mean (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
measure() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
measurementmodel (probnum.filtsmooth.IteratedKalman attribute)
(probnum.filtsmooth.Kalman attribute)
median (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
median_dtype (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
method_callback() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
mode (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
moment_dtype (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
N
ndim (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.MatrixMult attribute)
(probnum.linops.ScalarMult attribute)
(probnum.linops.Svec attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Vec attribute)
(probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
Normal (class in probnum.random_variables)
O
ODE (class in probnum.diffeq)
ODEPrior (class in probnum.diffeq)
ODESolution (class in probnum.diffeq)
ODESolver (class in probnum.diffeq)
P
parameters (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
pdf() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
pmf() (probnum.random_variables.Constant method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
postprocess() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
precond2nordsieck() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
preconditioner (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
predict() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
prior (probnum.diffeq.GaussianIVPFilter attribute)
ProbabilisticLinearSolver (class in probnum.linalg)
problinsolve() (in module probnum.linalg)
probsolve_ivp() (in module probnum.diffeq)
proj2coord() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
propagate() (probnum.filtsmooth.UnscentedTransform method)
Q
quantile() (probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
R
random_state (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
RandomVariable (class in probnum.random_variables)
rank() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
reshape() (probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
rhs() (probnum.diffeq.IVP method)
(probnum.diffeq.ODE method)
rmatmat() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
rmatvec() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
S
sample() (probnum.diffeq.ODESolution method)
(probnum.filtsmooth.FiltSmoothPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
ScalarMult (class in probnum.linops)
scipy_rv (probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
SDE (class in probnum.filtsmooth)
shape (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
sigma_points() (probnum.filtsmooth.UnscentedTransform method)
size (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
smooth() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
smooth_list() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
smooth_step() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
smoother_step() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
solution() (probnum.diffeq.IVP method)
(probnum.diffeq.ODE method)
SolutionBasedSolver (class in probnum.linalg)
solve() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.linalg.AsymmetricMatrixBasedSolver method)
(probnum.linalg.MatrixBasedSolver method)
(probnum.linalg.ProbabilisticLinearSolver method)
(probnum.linalg.SolutionBasedSolver method)
(probnum.linalg.SymmetricMatrixBasedSolver method)
state_rvs (probnum.filtsmooth.KalmanPosterior attribute)
std (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
step() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
StepRule (class in probnum.diffeq)
StoppingCriterion (class in probnum.filtsmooth)
suggest() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
support (probnum.random_variables.Constant attribute)
Svec (class in probnum.linops)
SymmetricKronecker (class in probnum.linops)
SymmetricMatrixBasedSolver (class in probnum.linalg)
Symmetrize (class in probnum.linops)
T
t (probnum.diffeq.ODESolution attribute)
T (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.MatrixMult attribute)
(probnum.linops.ScalarMult attribute)
(probnum.linops.Svec attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.linops.Vec attribute)
(probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
t0 (probnum.diffeq.IVP attribute)
(probnum.diffeq.ODE attribute)
timespan (probnum.diffeq.IVP attribute)
(probnum.diffeq.ODE attribute)
tmax (probnum.diffeq.IVP attribute)
(probnum.diffeq.ODE attribute)
todense() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
trace() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
Transition (class in probnum.filtsmooth)
transition_realization() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.LTISDE method)
(probnum.filtsmooth.SDE method)
(probnum.filtsmooth.Transition method)
transition_rv() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteGaussian method)
(probnum.filtsmooth.DiscreteLinearGaussian method)
(probnum.filtsmooth.DiscreteLTIGaussian method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.LinearSDE method)
(probnum.filtsmooth.LTISDE method)
(probnum.filtsmooth.SDE method)
(probnum.filtsmooth.Transition method)
transpose() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.MatrixMult method)
(probnum.linops.ScalarMult method)
(probnum.linops.Svec method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.linops.Vec method)
(probnum.random_variables.Constant method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.RandomVariable method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyRandomVariable method)
U
undo_preconditioning() (probnum.diffeq.GaussianIVPFilter method)
UnscentedTransform (class in probnum.filtsmooth)
update() (probnum.filtsmooth.IteratedKalman method)
(probnum.filtsmooth.Kalman method)
V
var (probnum.random_variables.Constant attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.DiscreteRandomVariable attribute)
(probnum.random_variables.Normal attribute)
(probnum.random_variables.RandomVariable attribute)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
Vec (class in probnum.linops)
W
WarpedBayesianQuadrature (class in probnum.quad)
WrappedSciPyContinuousRandomVariable (class in probnum.random_variables)
WrappedSciPyDiscreteRandomVariable (class in probnum.random_variables)
WrappedSciPyRandomVariable (class in probnum.random_variables)
Y
y (probnum.diffeq.ODESolution attribute)
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v: v0.1.2
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