probnum
v0.1.0
Introduction
Probabilistic Numerics
ProbNum Quickstart
Tutorials and Examples
Probability
Linear Algebra
Differential Equations
API Documentation
probnum
probnum.linalg
probnum.quad
probnum.diffeq
probnum.filtsmooth
probnum.utils
Contributing to ProbNum
Package Development
Developer Guides
Style Guide
Benchmarking Code
Other
GitHub Repository
Code Contributors
License
probnum
Docs
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
Y
_
__call__() (probnum.diffeq.IVP method)
(probnum.diffeq.ODE method)
(probnum.diffeq.ODESolution method)
(probnum.filtsmooth.FiltSmoothPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
A
AdaptiveSteps (class in probnum.diffeq)
adjoint() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.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.linalg.linops)
asrandvar() (in module probnum.random_variables)
assert_evaluates_to_scalar() (in module probnum.utils)
assert_is_1d_ndarray() (in module probnum.utils)
assert_is_2d_ndarray() (in module probnum.utils)
AsymmetricMatrixBasedSolver (class in probnum.linalg)
atleast_1d() (in module probnum.utils)
atleast_2d() (in module probnum.utils)
B
bayescg() (in module probnum.linalg)
BayesianQuadrature (class in probnum.quad)
bayesquad() (in module probnum.quad)
C
cdf() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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)
chapmankolmogorov() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousModel method)
(probnum.filtsmooth.LTISDEModel method)
(probnum.filtsmooth.LinearSDEModel method)
ClenshawCurtis (class in probnum.quad)
cond() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
ConstantSteps (class in probnum.diffeq)
ContinuousModel (class in probnum.filtsmooth)
ContinuousRandomVariable (class in probnum.random_variables)
cov (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
diffusionmatrix (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.ContinuousModel attribute)
(probnum.filtsmooth.LTISDEModel attribute)
(probnum.filtsmooth.LinearSDEModel attribute)
diffusionmatrix() (probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
(probnum.filtsmooth.DiscreteGaussianModel method)
Dirac (class in probnum.random_variables)
DiscreteGaussianLinearModel (class in probnum.filtsmooth)
DiscreteGaussianLTIModel (class in probnum.filtsmooth)
DiscreteGaussianModel (class in probnum.filtsmooth)
DiscreteModel (class in probnum.filtsmooth)
DiscreteRandomVariable (class in probnum.random_variables)
dispersion() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousModel method)
(probnum.filtsmooth.LTISDEModel method)
(probnum.filtsmooth.LinearSDEModel method)
dispersionmatrix (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDEModel attribute)
dot() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
drift() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousModel method)
(probnum.filtsmooth.LTISDEModel method)
(probnum.filtsmooth.LinearSDEModel method)
driftmatrix (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDEModel attribute)
dtype (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.ExtendedKalman attribute)
(probnum.filtsmooth.GaussFiltSmooth attribute)
(probnum.filtsmooth.Kalman attribute)
(probnum.filtsmooth.UnscentedKalman attribute)
dynamics() (probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
(probnum.filtsmooth.DiscreteGaussianModel method)
dynamicsmatrix() (probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
E
eigvals() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
entropy (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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)
ExtendedKalman (class in probnum.filtsmooth)
F
filter() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
filter_step() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
filtsmooth() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
FiltSmoothPosterior (class in probnum.filtsmooth)
fitzhughnagumo() (in module probnum.diffeq)
force (probnum.diffeq.IBM attribute)
(probnum.diffeq.IOUP attribute)
(probnum.diffeq.Matern attribute)
(probnum.diffeq.ODEPrior attribute)
(probnum.filtsmooth.LTISDEModel attribute)
force() (probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
G
GaussFiltSmooth (class in probnum.filtsmooth)
GaussianIVPFilter (class in probnum.diffeq)
generate_cd() (in module probnum.filtsmooth)
generate_dd() (in module probnum.filtsmooth)
H
H (probnum.linalg.linops.Identity attribute)
(probnum.linalg.linops.Kronecker attribute)
(probnum.linalg.linops.LinearOperator attribute)
(probnum.linalg.linops.MatrixMult attribute)
(probnum.linalg.linops.ScalarMult attribute)
(probnum.linalg.linops.Svec attribute)
(probnum.linalg.linops.SymmetricKronecker attribute)
(probnum.linalg.linops.Symmetrize attribute)
(probnum.linalg.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.linalg.linops)
in_support() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable static method)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable static method)
(probnum.random_variables.Dirac 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.ExtendedKalman attribute)
(probnum.filtsmooth.GaussFiltSmooth attribute)
(probnum.filtsmooth.Kalman attribute)
(probnum.filtsmooth.UnscentedKalman attribute)
initialise() (probnum.diffeq.GaussianIVPFilter method)
initialrandomvariable (probnum.diffeq.IVP attribute)
(probnum.filtsmooth.ExtendedKalman attribute)
(probnum.filtsmooth.GaussFiltSmooth attribute)
(probnum.filtsmooth.Kalman attribute)
(probnum.filtsmooth.UnscentedKalman attribute)
integrate() (probnum.quad.BayesianQuadrature method)
(probnum.quad.ClenshawCurtis method)
(probnum.quad.PolynomialQuadrature method)
(probnum.quad.Quadrature method)
(probnum.quad.VanillaBayesianQuadrature method)
(probnum.quad.WSABIBayesianQuadrature method)
inv() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.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)
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.ContinuousModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
(probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianModel method)
(probnum.filtsmooth.LTISDEModel method)
(probnum.filtsmooth.LinearSDEModel method)
K
Kalman (class in probnum.filtsmooth)
KalmanPosterior (class in probnum.filtsmooth)
Kronecker (class in probnum.linalg.linops)
L
LinearOperator (class in probnum.linalg.linops)
LinearSDEModel (class in probnum.filtsmooth)
locations (probnum.filtsmooth.KalmanPosterior attribute)
logabsdet() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
logcdf() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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.Dirac method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
lotkavolterra() (in module probnum.diffeq)
LTISDEModel (class in probnum.filtsmooth)
M
Matern (class in probnum.diffeq)
matmat() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
MatrixBasedSolver (class in probnum.linalg)
MatrixMult (class in probnum.linalg.linops)
matvec() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
mean (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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)
measurementmodel (probnum.filtsmooth.ExtendedKalman attribute)
(probnum.filtsmooth.GaussFiltSmooth attribute)
(probnum.filtsmooth.Kalman attribute)
(probnum.filtsmooth.UnscentedKalman attribute)
median (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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)
mode (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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
nbayesquad() (in module probnum.quad)
ndim (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.ContinuousModel attribute)
(probnum.filtsmooth.DiscreteGaussianLTIModel attribute)
(probnum.filtsmooth.DiscreteGaussianLinearModel attribute)
(probnum.filtsmooth.DiscreteGaussianModel attribute)
(probnum.filtsmooth.DiscreteModel attribute)
(probnum.filtsmooth.LTISDEModel attribute)
(probnum.filtsmooth.LinearSDEModel attribute)
(probnum.linalg.linops.Identity attribute)
(probnum.linalg.linops.Kronecker attribute)
(probnum.linalg.linops.LinearOperator attribute)
(probnum.linalg.linops.MatrixMult attribute)
(probnum.linalg.linops.ScalarMult attribute)
(probnum.linalg.linops.Svec attribute)
(probnum.linalg.linops.SymmetricKronecker attribute)
(probnum.linalg.linops.Symmetrize attribute)
(probnum.linalg.linops.Vec attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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)
nquad() (in module probnum.quad)
O
ODE (class in probnum.diffeq)
ODEPrior (class in probnum.diffeq)
ODESolution (class in probnum.diffeq)
P
parameters (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
(probnum.filtsmooth.DiscreteGaussianModel method)
(probnum.filtsmooth.DiscreteModel method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Normal method)
(probnum.random_variables.WrappedSciPyContinuousRandomVariable method)
pmf() (probnum.random_variables.Dirac method)
(probnum.random_variables.DiscreteRandomVariable method)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable method)
PolynomialQuadrature (class in probnum.quad)
postprocess() (probnum.diffeq.GaussianIVPFilter 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.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
prior (probnum.diffeq.GaussianIVPFilter attribute)
ProbabilisticLinearSolver (class in probnum.linalg)
problinsolve() (in module probnum.linalg)
probnum.diffeq (module)
probnum.filtsmooth (module)
probnum.linalg (module)
probnum.linalg.linops (module)
probnum.quad (module)
probnum.random_variables (module)
probnum.utils (module)
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
quad() (in module probnum.quad)
Quadrature (class in probnum.quad)
quantile() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
reshape() (probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
rmatvec() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
S
sample() (probnum.diffeq.IBM method)
(probnum.diffeq.IOUP method)
(probnum.diffeq.Matern method)
(probnum.diffeq.ODEPrior method)
(probnum.filtsmooth.ContinuousModel method)
(probnum.filtsmooth.DiscreteGaussianLTIModel method)
(probnum.filtsmooth.DiscreteGaussianLinearModel method)
(probnum.filtsmooth.DiscreteGaussianModel method)
(probnum.filtsmooth.DiscreteModel method)
(probnum.filtsmooth.LTISDEModel method)
(probnum.filtsmooth.LinearSDEModel method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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.linalg.linops)
scipy_rv (probnum.random_variables.WrappedSciPyContinuousRandomVariable attribute)
(probnum.random_variables.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.random_variables.WrappedSciPyRandomVariable attribute)
shape (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
smooth_step() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
smoother_step() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
solution() (probnum.diffeq.IVP method)
(probnum.diffeq.ODE method)
SolutionBasedSolver (class in probnum.linalg)
solve() (probnum.diffeq.GaussianIVPFilter 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.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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)
StepRule (class in probnum.diffeq)
suggest() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
support (probnum.random_variables.Dirac attribute)
Svec (class in probnum.linalg.linops)
SymmetricKronecker (class in probnum.linalg.linops)
SymmetricMatrixBasedSolver (class in probnum.linalg)
Symmetrize (class in probnum.linalg.linops)
T
t (probnum.diffeq.ODESolution attribute)
T (probnum.linalg.linops.Identity attribute)
(probnum.linalg.linops.Kronecker attribute)
(probnum.linalg.linops.LinearOperator attribute)
(probnum.linalg.linops.MatrixMult attribute)
(probnum.linalg.linops.ScalarMult attribute)
(probnum.linalg.linops.Svec attribute)
(probnum.linalg.linops.SymmetricKronecker attribute)
(probnum.linalg.linops.Symmetrize attribute)
(probnum.linalg.linops.Vec attribute)
(probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
trace() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
transpose() (probnum.linalg.linops.Identity method)
(probnum.linalg.linops.Kronecker method)
(probnum.linalg.linops.LinearOperator method)
(probnum.linalg.linops.MatrixMult method)
(probnum.linalg.linops.ScalarMult method)
(probnum.linalg.linops.Svec method)
(probnum.linalg.linops.SymmetricKronecker method)
(probnum.linalg.linops.Symmetrize method)
(probnum.linalg.linops.Vec method)
(probnum.random_variables.ContinuousRandomVariable method)
(probnum.random_variables.Dirac 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)
unscented_weights() (probnum.filtsmooth.UnscentedTransform method)
UnscentedKalman (class in probnum.filtsmooth)
UnscentedTransform (class in probnum.filtsmooth)
update() (probnum.filtsmooth.ExtendedKalman method)
(probnum.filtsmooth.GaussFiltSmooth method)
(probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.UnscentedKalman method)
V
VanillaBayesianQuadrature (class in probnum.quad)
var (probnum.random_variables.ContinuousRandomVariable attribute)
(probnum.random_variables.Dirac 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.linalg.linops)
W
WrappedSciPyContinuousRandomVariable (class in probnum.random_variables)
WrappedSciPyDiscreteRandomVariable (class in probnum.random_variables)
WrappedSciPyRandomVariable (class in probnum.random_variables)
WSABIBayesianQuadrature (class in probnum.quad)
Y
y (probnum.diffeq.ODESolution attribute)
Read the Docs
v: v0.1.0
Versions
latest
stable
v0.1.0
v0.0.1-beta
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.