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43 improvement of sensitivity analysis #48

Merged
merged 159 commits into from
Jan 27, 2024
Merged

43 improvement of sensitivity analysis #48

merged 159 commits into from
Jan 27, 2024

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HvanderStok
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Closes #43. The new options and changes are showcased in the new example e3_verbose_sensitivity_analysis.py .

@HvanderStok
add FAST method from SALib
6f0ecf1
@HvanderStok
add PAWN method from SALib
41b56af
@HvanderStok
add option to get verbose results from SenAnalyzer.run(verbose=True)
edaa51f
@HvanderStok
update SenAnalyzer
4a0ba36 
Update SenAnalyzer.run(verbose=True) so it returns all information. Add option to show a plot of the results.
@HvanderStok
Fix show_plot for single calibration class
2adcd57
@HvanderStok
scale tuner-parameter for senitivity analysis
ade8ba5
@HvanderStok
bug fix
8459efc
@HvanderStok
show plot of validation
d3ea293
@HvanderStok
return verbose information from validation
668c77f
@HvanderStok
plot of sobol
7ab2a5b
@HvanderStok
bug fix
3d1e629
@HvanderStok
fast fix plot sobol results
fae2761 
should be porperly fixed in futer
@HvanderStok
bug fix
eb8f488
@HvanderStok
return parameter values with intersection
34df807 
Befor: when parameters had intersections with different calibration classes the values of the last class only where returned and saved and not the calculation of the intersection
@HvanderStok
bug fix
b043bf1
@HvanderStok
test return samples and and statisical measurs of sensitivity analysis
072cf20 
not finished
@HvanderStok
update requirements
fe4feee
@HvanderStok
clean up
8c234f6
@HvanderStok
fix Morris default num_levels
6a419d3
@HvanderStok
sobol: new sampler and fix analysis_variables
d83814c
@HvanderStok
add plot function
b6fed3e
@HvanderStok
fix result dataframe for sobol second order
18ce3b8
@HvanderStok
result dataframe index structur
f95c3f1 
result df verbose=False adds same index structur as verbos=True
@HvanderStok
plotting of first and total order analysis variables
7883732
@HvanderStok
clean up
52953f1
@HvanderStok
plotting of second order results of sobol
c2445c3
@HvanderStok
plot second order for single parameter
ec2f83f
@HvanderStok
temp: time stamps for comparison
1574af7
@HvanderStok
Split eval difference form sample simulation
444089f
@HvanderStok
clean up
0a0cdd0
HvanderStok and others added 24 commits January 17, 2024 12:28
@HvanderStok
add plotting INFO messages
06ba540
@HvanderStok
increas pylint
19ec78e
@HvanderStok
increas pylint
501b424
@HvanderStok
fix typos in file names
95edb86
chore(examples): Automatic commit of example files in Markdown and Ju…
0be6fb1 
…pyter Notebook format.
@HvanderStok
update example README
9fa8bac
@HvanderStok
Merge remote-tracking branch 'origin/43-Improvement-of-sensitivity-an…
7828021 
…alysis' into 43-Improvement-of-sensitivity-analysis
@HvanderStok
update documentation
dee2a36
@HvanderStok
update links in README
993492f
@HvanderStok
update links in README
5d0bd15
@HvanderStok
update example
130a1bc
chore(examples): Automatic commit of example files in Markdown and Ju…
6a42f16 
…pyter Notebook format.
@HvanderStok
fix example file converter
4868075
chore(examples): Automatic commit of example files in Markdown and Ju…
e81b7e3 
…pyter Notebook format.
@HvanderStok
update example for jupyter notebook
c02e1cb
chore(examples): Automatic commit of example files in Markdown and Ju…
70ff8e6 
…pyter Notebook format.
@HvanderStok
add logger info of finished sensitivity analysis
fc90ad6
@HvanderStok
ignore some warnings in example
cda3f83
chore(examples): Automatic commit of example files in Markdown and Ju…
ab52990 
…pyter Notebook format.
@HvanderStok
update example
d99ee10
@HvanderStok
Merge branch '43-Improvement-of-sensitivity-analysis' of https://gith…
3dd833e 
…ub.com/RWTH-EBC/AixCaliBuHA into 43-Improvement-of-sensitivity-analysis
@HvanderStok
update dymola sensitivity example
00c7160
@HvanderStok
update example
d0a35d2
chore(examples): Automatic commit of example files in Markdown and Ju…
358e119 
…pyter Notebook format.
FWuellhorst
FWuellhorst approved these changes Jan 26, 2024
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Looks great, thanks for this really cool feature!!

examples/e3_verbos_sensitivity_analysis_example.py Outdated Show resolved Hide resolved
@HvanderStok HvanderStok merged commit f937d3d into master Jan 27, 2024
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@FWuellhorst FWuellhorst FWuellhorst approved these changes

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Improvement of sensitivity analysis
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@HvanderStok @FWuellhorst