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UQTestFuns
Welcome to the UQTestFuns documentation!
Getting Started
Obtaining and Installing UQTestFuns
UQTestFuns Tutorials
Built-in Test Functions
Sensitivity Analysis
Reliability Analysis
Custom Test Functions
About UQ Test Functions
Test Functions
Metamodeling
Sensitivity Analysis
Reliability Analysis
Integration
Optimization
All Available Functions
Ackley
Alemazkoor & Meidani (2018) 2D
Alemazkoor & Meidani (2018) 20D
Borehole
Bratley et al. (1992) A
Bratley et al. (1992) B
Bratley et al. (1992) C
Bratley et al. (1992) D
Cantilever Beam (2D)
Circular Pipe Crack
Convex Failure Domain
Damped Cosine
Damped Oscillator
Damped Oscillator Reliability
Flood
Forrester et al. (2008)
Four-branch
(1st) Franke
(2nd) Franke
(3rd) Franke
(4th) Franke
(5th) Franke
(6th) Franke
Gayton Hat
Gramacy (2007) 1D Sine
Hyper-sphere Bound
Ishigami
McLain S1
McLain S2
McLain S3
McLain S4
McLain S5
Oakley & O'Hagan (2002) 1D
OTL Circuit
Piston Simulation
Simple Portfolio Model
RS - Circular Bar
RS - Quadratic
Sobol'-G
Speed Reducer Shaft
Sulfur
Webster et al. (1996) 2D
Welch et al. (1992)
Wing Weight
Probabilistic Input
Overview
Preliminaries
Univariate Random Variable
Probabilistic Input Model
Univariate Distributions
Beta
Exponential
Gumbel (max.)
Logit-Normal
Log-Normal
Normal (Gaussian)
Triangular
Truncated Gumbel (max.)
Truncated Normal (Gaussian)
Uniform
API Reference
Overview
List Functions
UQTestFunABC
UQTestFun
ProbInput
UnivDist
ProbInputSpec
Development
Overview
Development Environment
Test Function Implementation
Test Function Docs
Making a Pull Request
Univariate Distribution
About UQTestFuns
Code of Conduct
Glossary
repository
open issue
Index
_
|
A
|
C
|
D
|
E
|
F
|
G
|
I
|
L
|
M
|
N
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P
|
R
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S
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T
|
U
_
__init__() (uqtestfuns.core.uqtestfun.UQTestFun method)
_rng (uqtestfuns.core.prob_input.probabilistic_input.ProbInput attribute)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist attribute)
A
available_inputs (uqtestfuns.core.uqtestfun_abc.UQTestFunABC property)
available_parameters (uqtestfuns.core.uqtestfun_abc.UQTestFunABC property)
C
CDF
cdf() (uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
D
default_spatial_dimension (uqtestfuns.core.uqtestfun_abc.UQTestFunABC property)
description (uqtestfuns.core.uqtestfun_abc.UQTestFunABC property)
E
eval_() (uqtestfuns.core.uqtestfun_abc.UQTestFunABC static method)
evaluate() (uqtestfuns.core.uqtestfun.UQTestFun method)
(uqtestfuns.core.uqtestfun_abc.UQTestFunABC method)
(uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC method)
F
FORM
FOSM
FOSPA
from_spec() (uqtestfuns.core.prob_input.probabilistic_input.ProbInput class method)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist class method)
G
get_sample() (uqtestfuns.core.prob_input.probabilistic_input.ProbInput method)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
I
ICDF
icdf() (uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
IS
L
list_functions() (in module uqtestfuns)
lower (uqtestfuns.core.prob_input.univariate_distribution.UnivDist attribute)
M
MCS
module
uqtestfuns.core.prob_input.input_spec
uqtestfuns.core.prob_input.probabilistic_input
uqtestfuns.core.prob_input.univariate_distribution
uqtestfuns.core.uqtestfun
uqtestfuns.core.uqtestfun_abc
N
name (uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC property)
P
parameters (uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC property)
PDF
pdf() (uqtestfuns.core.prob_input.probabilistic_input.ProbInput method)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
prob_input (uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC property)
ProbInput (class in uqtestfuns.core.prob_input.probabilistic_input)
ProbInputSpecFixDim (class in uqtestfuns.core.prob_input.input_spec)
ProbInputSpecVarDim (class in uqtestfuns.core.prob_input.input_spec)
R
reset_rng() (uqtestfuns.core.prob_input.probabilistic_input.ProbInput method)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
S
SORM
spatial_dimension (uqtestfuns.core.prob_input.probabilistic_input.ProbInput attribute)
(uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC property)
SS
SSRM
Support
SVM
T
tags (uqtestfuns.core.uqtestfun_abc.UQTestFunABC property)
transform_sample() (uqtestfuns.core.prob_input.probabilistic_input.ProbInput method)
(uqtestfuns.core.prob_input.univariate_distribution.UnivDist method)
(uqtestfuns.core.uqtestfun_abc.UQTestFunBareABC method)
U
UnivDist (class in uqtestfuns.core.prob_input.univariate_distribution)
UnivDistSpec (class in uqtestfuns.core.prob_input.input_spec)
upper (uqtestfuns.core.prob_input.univariate_distribution.UnivDist attribute)
UQTestFun (class in uqtestfuns.core.uqtestfun)
UQTestFunABC (class in uqtestfuns.core.uqtestfun_abc)
UQTestFunBareABC (class in uqtestfuns.core.uqtestfun_abc)
uqtestfuns.core.prob_input.input_spec
module
uqtestfuns.core.prob_input.probabilistic_input
module
uqtestfuns.core.prob_input.univariate_distribution
module
uqtestfuns.core.uqtestfun
module
uqtestfuns.core.uqtestfun_abc
module