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Add classes for calibrating average ensemble and ensemble of tragedies #1048

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Changes proposed in this PR:

This PR fixes #

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peanutfun and others added 30 commits March 31, 2023 16:23
@peanutfun
Initial draft for calibration from scipy.optimize
5d8278e
@peanutfun
Draft for impact function calibration
443545e
@peanutfun
Add first unit tests of calibration module
819aab5
@peanutfun
ci: Add bayesian-optimization during Jenkins build
96e3cb3
@peanutfun
Add __init__.py for util/calibarte/test module
123c632
@peanutfun
Add climada.util.calibrate.test module to test discovery
107a836
@peanutfun
Add unit and integration tests, update code base
2af6f09
@peanutfun
Start documenting new calibrate module
0d6e80b
@peanutfun
Actually add the intregration test
23cae6c
@peanutfun
Add some documentation
50f3fd9
@peanutfun
commit PLEASE CLEAN UP
d321832
@peanutfun
Add more docstrings and simplify imports through __init__
24c0fbc
@peanutfun
Add separate Output classes for each optimizer
096a8d4
@peanutfun
Merge branch 'develop' into calibrate-impact-functions
37c65d9
@peanutfun
Restructure calibration module
e8abb1a
@peanutfun
Add tutorial on impact function calibration
3d94151
@peanutfun
Update tutorial
ea0eb47
@peanutfun
Remove hazard event selection from calibrate.Input
0e5a557
@peanutfun
Update calibration tutorial
e1fe68a
@emanuel-schmid
Merge branch 'develop' into calibrate-impact-functions
68c421b 
# Conflicts:
#	script/jenkins/branches/Jenkinsfile
#	tests_runner.py
@peanutfun @tovogt
Update climada/util/calibrate/bayesian_optimizer.py
df03b0d 
Use negative cost function as target function in BayesianOptimizer

Co-authored-by: Thomas Vogt <[email protected]>
@peanutfun
Separate computing cost from transforming impact objects
5ef4a01
@peanutfun
Merge branch 'calibrate-impact-functions' of https://github.com/CLIMA…
91cfd83 
…DA-project/climada_python into calibrate-impact-functions
@peanutfun
Add evaluator for calibration output
4e1f104
@peanutfun
Add TestBayesianOptimizer test to test loader
43f40b3
@peanutfun
Update code, docs, and tutorial
97d763a
@peanutfun
Update tutorial
d43eb8a
@peanutfun
Add option to adjust data frame alignment
dda079d
@peanutfun
Merge branch 'develop' into calibrate-impact-functions
185866f
@peanutfun
Merge branch 'develop' into calibrate-impact-functions
5fdbf4e
peanutfun and others added 24 commits February 23, 2024 14:38
@peanutfun
Add test for plotting parameter space
5a8ac9f
@peanutfun
Update integration tests for BayesianOptimizer
01f0f1c 
Include controller.
@peanutfun
Add explanation of BayesianOptimizerController to tutorial
b8f1cac
@peanutfun
Merge branch 'calibrate-impact-functions' into cross-calibrate-impact…
a39eb36 
…-functions
add preliminary plot_category function
951149b
@emanuel-schmid
Merge branch 'develop' into calibrate-impact-functions
10e9679
@peanutfun
Add option to reduce tragedy ensemble size
3947bef
@peanutfun
Add option to store and load calibration results
2326db2
@peanutfun
Merge branch 'calibrate-impact-functions' into cross-calibrate-impact…
94ea629 
…-functions
@peanutfun
Merge branch 'develop' into calibrate-impact-functions
e270e1a
@peanutfun
Merge branch 'develop' into cross-calibrate-impact-functions
fbdeff0
@peanutfun
Update plots and tutorial
5e2dd75
@peanutfun
Merge branch 'calibrate-impact-functions' into cross-calibrate-impact…
1d9f508 
…-functions
@peanutfun
Merge branch 'develop' into cross-calibrate-impact-functions
72ccfc9
@peanutfun
Merge branch 'develop' into cross-calibrate-impact-functions
e8eb7f6
@peanutfun
Merge branch 'develop' into cross-calibrate-impact-functions
f360053
@peanutfun
Merge branch 'develop' into cross-calibrate-impact-functions
2ae7341
@peanutfun
Fix annotations, docstrings, some linter issues
5ab9e91
@peanutfun
Add tests for cross_calibrate.py
c0d95e5
@peanutfun
Add test execution to test_cross_calibrate.py
5681eaf
@peanutfun
Update plots, tests, docstrings, docs
7ebff09
@peanutfun
Rename cross_calibrate.py to ensemble.py
e9cf7dd
@peanutfun
Improve plots, add 'replace' parameter to AverageEnsembleOptimizer
25d89b0
@peanutfun
Add ensemble calibration to tutorial
57cd23f
@peanutfun peanutfun marked this pull request as ready for review April 24, 2025 14:44
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@emanuel-schmid emanuel-schmid Awaiting requested review from emanuel-schmid emanuel-schmid is a code owner

@chahank chahank Awaiting requested review from chahank chahank is a code owner

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@peanutfun @emanuel-schmid @timschmi95