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.. _user-manual-python-interface:
====================================
User manual for the Python interface
====================================
.. currentmodule:: persalys
Model creation
--------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Variable
Input
Output
MeshModel
GridMeshModel
ImportedMeshModel
PhysicalModel
SymbolicPhysicalModel
SymbolicFieldModel
PythonPhysicalModel
PythonFieldModel
FMUInfo
FMIPhysicalModel
DataModel
DataFieldModel
DataCleaning
MetaModel
Coupling model
--------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
CouplingInputFile
CouplingResourceFile
CouplingOutputFile
CouplingStep
CouplingPhysicalModel
AnsysParser
Model evaluation
----------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
ModelEvaluation
FieldModelEvaluation
Optimization
------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
OptimizationAnalysis
MultiObjectiveOptimizationAnalysis
MultiObjectiveOptimizationAnalysisResult
Screening
---------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
MorrisAnalysis
MorrisResult
Calibration
-----------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Observations
CalibrationAnalysis
CalibrationAnalysisResult
Probabilistic studies
---------------------
Central tendency
~~~~~~~~~~~~~~~~
.. autosummary::
:toctree: _generated/
:template: class.rst_t
MonteCarloAnalysis
FieldMonteCarloAnalysis
FieldMonteCarloResult
TaylorExpansionMomentsAnalysis
TaylorExpansionMomentsResult
Sensitivity analysis
~~~~~~~~~~~~~~~~~~~~
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SobolAnalysis
SobolResult
SRCAnalysis
SRCResult
Reliability model
-----------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
LimitState
Reliability analysis
--------------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
MonteCarloReliabilityAnalysis
FORMImportanceSamplingAnalysis
ImportanceSamplingAnalysis
FORMAnalysisResult
FORMAnalysis
SORMAnalysisResult
SORMAnalysis
SimulationReliabilityResult
Design of experiments
---------------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
DesignOfExperiment
FixedDesignOfExperiment
GridDesignOfExperiment
ImportedDesignOfExperiment
ProbabilisticDesignOfExperiment
Data analysis
-------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
DataAnalysis
DataAnalysisResult
DataSensitivityAnalysis
DataSensitivityAnalysisResult
InferenceAnalysis
InferenceResult
FittingTestResult
CopulaInferenceAnalysis
CopulaInferenceResult
CopulaInferenceSetResult
FieldKarhunenLoeveAnalysis
QuantileAnalysis
QuantileAnalysisResult
Metamodel
---------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
MetaModelAnalysis
MetaModelAnalysisResult
MetaModelValidationResult
PolynomialRegressionAnalysis
PolynomialRegressionAnalysisResult
FunctionalChaosAnalysis
FunctionalChaosAnalysisResult
KrigingAnalysis
KrigingAnalysisResult
Study storage
-------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Study
Function caching
----------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
FileMemoizeFunction
Base classes
------------
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Analysis
AnalysisImplementation
|
