Package | Description |
---|---|
fitters | |
inverters | |
mesd | |
misc | |
numerics | |
optimizers |
Class and Description |
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MinimizerException
Purpose:
General Exception class for Minimizer objects.
|
Class and Description |
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MarquardtChiSqFitter
Purpose:
Model fitting algorithm using a Levenburg Marquardt algorithm.
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MarquardtMinimiser
Purpose:
General Levenburg Marquardt minimisation algorithm.
|
MarquardtMinimiserException
Purpose:
Exception class used in Marquardt Minimiser.
|
Class and Description |
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MarquardtChiSqFitter
Purpose:
Model fitting algorithm using a Levenburg Marquardt algorithm.
|
MarquardtMinimiser
Purpose:
General Levenburg Marquardt minimisation algorithm.
|
MarquardtMinimiserException
Purpose:
Exception class used in Marquardt Minimiser.
|
Class and Description |
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SimulatedAnnealingOptimizer
General superclass for simulated annealing optimization.
|
Class and Description |
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ConjGradMinimizer
Purpose:
General Conjugate Gradients minimisation algorithm.
|
ConjGradMinimizerException
Purpose:
Exception class used in ConjGradMinimizer.
|
MarquardtMinimiser
Purpose:
General Levenburg Marquardt minimisation algorithm.
|
MarquardtMinimiserException
Purpose:
Exception class used in Marquardt Minimiser.
|
Class and Description |
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ConjGradMinimizer
Purpose:
General Conjugate Gradients minimisation algorithm.
|
ConjGradMinimizerException
Purpose:
Exception class used in ConjGradMinimizer.
|
LM_GaussianMinimizer
Purpose:
Levenberg-Marquardt algorithm for minimizing chi-squared
objective function, ie Gaussian noise model, with equal variance on
each measurement.
|
LM_Minimizer |
LM_OffGaussMinimizer
Purpose:
Levenberg-Marquardt algorithm for minimizing chi-squared
objective function with the offset Gaussian noise model, which adds
an expected offset to each measurement from Rician noise bias; see
Jones and Basser MRM 2004; Alexander "Modelling fitting and
sampling..." 2009.
|
MarkovChainMonteCarlo
Purpose:
General Markov Chain Monte Carlo minimisation algorithm.
|
MarkovChainMonteCarloException
Purpose:
Exception class used in MCMC Minimiser.
|
MarquardtMinimiser
Purpose:
General Levenburg Marquardt minimisation algorithm.
|
MarquardtMinimiserException
Purpose:
Exception class used in Marquardt Minimiser.
|
MCMC_GaussianMinimizer
Purpose:
This class is used by fitter classes.
|
MCMC_Minimizer
Purpose:
Abstract MCMC class implementing Minimizer interfase.
|
Minimizer
Purpose:
Interface for objects that act as minimizers for model fitting.
|
MinimizerException
Purpose:
General Exception class for Minimizer objects.
|
MultiRunLM_Minimizer
Purpose:
Multi-run minimizer specifically for LM minimization.
|
MultiRunMinimizer
Purpose:
Runs another minimizer multiple times from different starting
points and concatenates the results.
|
PowellMinimiserException
Description:
Minimises a function objfunc of n variables.
|