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.. _design_experiments:
======================
Designs of experiments
======================
Refer to :ref:`design_experiment`.
.. currentmodule:: openturns
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Experiment
Stratified designs of experiments
=================================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
StratifiedExperiment
.. autosummary::
:toctree: _generated/
:template: StratifiedExperiment.rst_t
Axial
Factorial
Composite
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
Box
Weighted experiments
====================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
WeightedExperiment
Random weighted experiments
---------------------------
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
BootstrapExperiment
LHSExperiment
MonteCarloExperiment
ImportanceSamplingExperiment
Deterministic weighted experiments
----------------------------------
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
FixedExperiment
GaussProductExperiment
LowDiscrepancyExperiment
TensorProductExperiment
SmolyakExperiment
.. _low_discrepancy_sequence_api:
Sample splitting
================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SplitterImplementation
KFoldSplitter
LeaveOneOutSplitter
Low Discrepancy Sequences
=========================
Refer to :ref:`low_discrepancy_sequence`.
.. autosummary::
:toctree: _generated/
:template: class.rst_t
LowDiscrepancySequence
.. autosummary::
:toctree: _generated/
:template: LowDiscrepancySequence.rst_t
FaureSequence
HaltonSequence
ReverseHaltonSequence
HaselgroveSequence
SobolSequence
Optimal LHS generation
----------------------
Refer to :ref:`optimal_lhs`.
.. autosummary::
:toctree: _generated/
:template: class.rst_t
OptimalLHSExperiment
MonteCarloLHS
SimulatedAnnealingLHS
LHSResult
Space Filling
~~~~~~~~~~~~~
Used to define the optimization criterion in :class:`~openturns.OptimalLHSExperiment`.
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SpaceFilling
SpaceFillingC2
SpaceFillingMinDist
SpaceFillingPhiP
Temperature Profile
~~~~~~~~~~~~~~~~~~~
Used to control the optimization in :class:`~openturns.SimulatedAnnealingLHS`.
.. autosummary::
:toctree: _generated/
:template: class.rst_t
TemperatureProfile
LinearProfile
GeometricProfile
|
