python.uq.analysis.Analysis.Analysis Class Reference

Inheritance diagram for python.uq.analysis.Analysis.Analysis:

Public Member Functions
	__init__ (self, qoi="_", ts=[0], iterations=[0])
	computeMean (self, iteration, qoi, t)
	computeMoments (self, iterations=None, ts=None)
	computeVar (self, iteration, qoi, t)
	getIterations (self)
	mean (self, iterations=None, ts=None, reduce=True)
	setVerbose (self, verbose)
	var (self, iterations=None, ts=None, reduce=True)
	writeMoments (self, filename, *args, **kws)

Protected Member Functions
	_estimateDensityByConfig (self, dtype, samples, config={})

Protected Attributes
	_iterations
	_moments
	_qoi
	_ts
	_verbose

Detailed Description

the analysis class

Constructor & Destructor Documentation

__init__()

python.uq.analysis.Analysis.Analysis.__init__	(		self,
			qoi = "_",
			ts = [0],
			iterations = [0]
	)

Member Function Documentation

_estimateDensityByConfig()

python.uq.analysis.Analysis.Analysis._estimateDensityByConfig (   self,   dtype,   samples,   config = {}  )

protected

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.estimateDensity(), and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.estimateDensity().

computeMean()

python.uq.analysis.Analysis.Analysis.computeMean	(		self,
			iteration,
			qoi,
			t
	)

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeVar(), and python.uq.analysis.Analysis.Analysis.mean().

computeMoments()

python.uq.analysis.Analysis.Analysis.computeMoments	(		self,
			iterations = None,
			ts = None
	)

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.writeMoments(), and python.uq.analysis.Analysis.Analysis.writeMoments().

computeVar()

python.uq.analysis.Analysis.Analysis.computeVar	(		self,
			iteration,
			qoi,
			t
	)

Referenced by python.uq.analysis.Analysis.Analysis.var().

getIterations()

python.uq.analysis.Analysis.Analysis.getIterations

(

self

)

References python.uq.analysis.Analysis.Analysis._iterations.

mean()

python.uq.analysis.Analysis.Analysis.mean	(		self,
			iterations = None,
			ts = None,
			reduce = True
	)

compute means
@return: dictionary, {<iteration>: {<time>: (mean, err)}}

References python.uq.analysis.Analysis.Analysis._iterations, python.uq.analysis.Analysis.AnalysisHash._moments, python.uq.analysis.Analysis.Analysis._moments, python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.uq.analysis.Analysis.Analysis._ts, python.uq.analysis.Analysis.Analysis._verbose, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._verbose, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, python.uq.analysis.Analysis.Analysis.computeMean(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMean(), and python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMean().

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.dists.LibAGFDist.LibAGFDist.var(), and python.uq.dists.SGDEdist.SGDEdist.var().

setVerbose()

python.uq.analysis.Analysis.Analysis.setVerbose	(		self,
			verbose
	)

References python.uq.analysis.Analysis.Analysis._verbose, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._verbose, python.uq.learner.SimulationLearner.SimulationLearner._verbose, and python.uq.uq_setting.UQSetting.UQSetting._verbose.

var()

python.uq.analysis.Analysis.Analysis.var	(		self,
			iterations = None,
			ts = None,
			reduce = True
	)

Compute the variance
@return: dictionary, {<iteration>: {<time>: variance}}

References python.uq.analysis.Analysis.Analysis._iterations, python.uq.analysis.Analysis.AnalysisHash._moments, python.uq.analysis.Analysis.Analysis._moments, python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.uq.analysis.Analysis.Analysis._ts, python.uq.analysis.Analysis.Analysis._verbose, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._verbose, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, python.uq.analysis.Analysis.Analysis.computeVar(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeVar(), and python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeVar().

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.dists.Dist.Dist.cov(), python.uq.dists.DataDist.DataDist.std(), python.uq.dists.Dist.Dist.std(), and python.uq.dists.J.J.std().

writeMoments()

python.uq.analysis.Analysis.Analysis.writeMoments	(		self,
			filename,
		*	args,
		**	kws
	)

References python.uq.analysis.Analysis.Analysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), and python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments().

Member Data Documentation

_iterations

python.uq.analysis.Analysis.Analysis._iterations

protected

Referenced by python.uq.analysis.Analysis.Analysis.getIterations(), python.uq.analysis.Analysis.Analysis.mean(), and python.uq.analysis.Analysis.Analysis.var().

_moments

python.uq.analysis.Analysis.Analysis._moments

protected

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeVar(), python.uq.analysis.Analysis.AnalysisHash.getMoment(), python.uq.analysis.Analysis.AnalysisHash.hasMoment(), python.uq.analysis.Analysis.Analysis.mean(), python.uq.analysis.Analysis.AnalysisHash.reset(), python.uq.analysis.Analysis.AnalysisHash.setMoment(), and python.uq.analysis.Analysis.Analysis.var().

_qoi

python.uq.analysis.Analysis.Analysis._qoi

protected

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeStats(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeSurplusesLevelWise(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeVar(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.getAnovaDecomposition(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.getQoI(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.getQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.getQoI(), python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.getQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.analysis.Analysis.Analysis.mean(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.sampleGrids(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.setEstimationStrategy(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.setQoI(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.setQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.setQoI(), python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.setQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer(), python.uq.analysis.Analysis.Analysis.var(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.writeCheckpoints(), and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.writeSensitivityValues().

_ts

python.uq.analysis.Analysis.Analysis._ts

protected

Referenced by python.uq.analysis.Analysis.Analysis.mean(), and python.uq.analysis.Analysis.Analysis.var().

_verbose

python.uq.analysis.Analysis.Analysis._verbose

protected

Referenced by python.uq.uq_setting.UQSetting.UQSetting.findEquivalent(), python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.getSortedPermutations(), python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults(), python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.getVarianceDecomposition(), python.uq.uq_setting.UQSetting.UQSetting.getVerbose(), python.uq.analysis.Analysis.Analysis.mean(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), python.uq.uq_setting.UQSetting.UQSetting.runSamples_withoutDistribution(), python.uq.analysis.Analysis.Analysis.setVerbose(), python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.setVerbose(), python.uq.uq_setting.UQSetting.UQSetting.setVerbose(), python.uq.uq_setting.UQSetting.UQSetting.split(), python.uq.analysis.Analysis.Analysis.var(), and python.uq.uq_setting.UQSetting.UQSetting.writeToFile().

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The documentation for this class was generated from the following file:

• datadriven/python/uq/analysis/Analysis.py