dysii Dynamical Systems Library Class List

Here are the classes, structs, unions and interfaces with brief descriptions:

AdaptiveRungeKutta	Adaptive Runge-Kutta method for solving a system of ordinary differential equations
AdditiveNoiseParticleResampler	Particle resampler with independent additive noise source
Almost2Norm	Vector 2-norm without square root, i.e
AlmostGaussianKernel	Gaussian kernel for density estimation without squared exponent
AutoCorrelator	Auto-correlator
AuxiliaryParticleResampler	Auxiliary particle resampler
DifferentialModel	AdaptiveRungeKutta compatible model
DiracMixturePdf	Dirac mixture probability density
DiracPdf	Dirac -function probability density
DistributedPartitioner	Partitions a distributed set of weighted points into two sets at the th component
EquilibriumSampler	Samples from equilibrium distribution of a stationary process
Filter	Abstract filter
FixableStateModel	Model with fixable state variables
FunctionCollection	Collection of functions
FunctionModel	Function specification
GaussianKernel	Gaussian kernel for density estimation
GaussianMixturePdf	Gaussian mixture probability density
GaussianPdf	Multivariate Gaussian probability distribution
KalmanFilter	Kalman filter
KalmanFilterModel	KalmanFilter compatible model
KalmanSmoother	Kalman two-filter smoother
KalmanSmootherModel	KalmanSmoother compatible model
KDTree	(k-dimensional) tree over a DiracMixturePdf
KDTreeNode	Node of a tree
Kernel	Kernel for density estimation
KernelDensityMixturePdf	Mixture of kernel density estimators
KernelDensityPdf	Kernel density estimator
KernelForwardBackwardSmoother	Kernel forward-backward smoother
KernelForwardBackwardSmootherModel	KernelForwardBackwardSmoother compatible model
KernelTwoFilterSmoother	Kernel two-filter smoother
KernelTwoFilterSmootherModel	KernelTwoFilterSmoother compatible model
LengthPartitioner	Partitions a set of weighted points into two sets at the midpoint of the widest dimension
LinearModel	Simple linear model
MedianPartitioner	Partitions a set of weighted points into two sets at the median of the dimension with greatest range
MixturePdf	Mixture probability density
Norm	Vector norm
NumericalSolver	Abstract numerical solver for a system of differential equations
ParameterCollection	Collection of parameters
ParticleFilter	Particle filter
ParticleFilterModel	ParticleFilter compatible model
ParticleResampler	Resampler for particle filter
ParticleSmoother	Forward-backward particle smoother
ParticleSmootherModel	ParticleSmoother compatible model
Partitioner	Partitions a set of weighted points into two sets for constructing a partition tree
PartitionFunctor	Predicate functor for nth element partition
PartitionTree	Abstract spatial partition tree
PartitionTreeNode	Node of a spatial partition tree
Pdf	Abstract probability distribution
PNorm	Vector p-norm,
Random	Random numbers
RandomPartitioner	Partitions a set of weighted samples into two sets along the midpoint of a random dimension
RauchTungStriebelSmoother	Rauch-Tung-Striebel (RTS) smoother
RauchTungStriebelSmootherModel	RauchTungStriebelSmoother compatible model
Reader	Abstract reader for data files
RegularisedParticleResampler	Regularised particle resampler
Smoother	Abstract smoother
StandardMixturePdf	Mixture probability density with standard calculation of covariance
StochasticAdaptiveEulerMaruyama	Stochastic Adaptive Euler-Maruyama method for solving a system of stochastic differential equations
StochasticAdaptiveRungeKutta	Stochastic Adaptive Runge-Kutta method for solving a system of stochastic differential equations
StochasticDifferentialModel	StochasticAdaptiveRungeKutta compatible model
StochasticEulerMaruyama	Stochastic Euler-Maruyama method with fixed time step for solving a system of stochastic differential equations
StochasticNumericalSolver	Abstract numerical solver for a system of stochastic differential equations
StochasticProcess	Abstract stochastic process
StratifiedParticleResampler	Stratified particle resampler
TextFileReader	Reader for white-space delimited text files
TextFileWriter	Writer for white-space delimited text files
TwoFilterSmoother	Abstract smoother for estimating the state of a system by fusing forward and backward filtering passes
UniformPdf	Uniform distribution over a hyper-rectangle
UnscentedKalmanFilter	Unscented Kalman filter
UnscentedKalmanFilterMeasurementAdaptor	Adaptor mapping UnscentedTransformationModel interface to method calls in UnscentedKalmanFilterModel
UnscentedKalmanFilterModel	UnscentedKalmanFilter compatible model
UnscentedKalmanFilterTransitionAdaptor	Adaptor mapping UnscentedTransformationModel interface to method calls in UnscentedKalmanFilterModel
UnscentedKalmanSmoother	Unscented Kalman two-filter smoother
UnscentedKalmanSmootherBackwardTransitionAdaptor	Adaptor mapping UnscentedTransformationModel interface to method calls in UnscentedKalmanSmootherModel
UnscentedKalmanSmootherModel	UnscentedKalmanSmoother compatible model
UnscentedTransformation	Unscented transformation
UnscentedTransformationDefaults	Default parameter settings for UnscentedTransformation
UnscentedTransformationModel	UnscentedTransformation compatible model
VariancePartitioner	Partitions a set of weighted points into two sets at the mean of the dimension with greatest variance
WienerProcess	Multivariate Wiener process
Writer	Abstract writer for data files

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