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TACO Interface #77

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@jackaraz jackaraz commented May 6, 2022 •
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Context:
This implementation enables the TACO interface for region combination.

Description of the Change:

  • A new database for the recast interface has been formed.
  • Separate database has been introduced for the TACO interface

Benefits:
This will allow uncorrelated signal regions to be combined.

TODO

  • Integrare TACO interface to recasting interface.
  • Integrate region combination functionality from SModelS to MadAnalysis
  • Eliminate pyhf dependence.

@jackaraz jackaraz added ⚙️enhancement New feature or request PAD Public Analysis Database labels May 6, 2022
@jackaraz jackaraz requested a review from BFuks May 6, 2022 16:14
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github-actions bot commented May 6, 2022

Hello. You may have forgotten to update the changelog!
Please edit doc/releases/changelog-dev.md with:

  • A one-to-two sentence description of the change. You may include a small working example for new features.
  • A link back to this PR.
  • Your name (or GitHub username) in the contributors section.

jackaraz added 25 commits May 9, 2022 13:58
@jackaraz
correction on upper limit calculation
461b66e
@jackaraz
extend the test module of taco_interface.py
c877d0e
@jackaraz
add bests
3cd9ef0
@jackaraz
update simplified_likelihood.py according to recent updates in SModel…
5cc6213 
…S: see combo_fixes branch
@jackaraz
update to the current status of simplified_likelihood.py
b5f531b
@jackaraz
s95exp reversed and test on CLs calculation have been added.
ccf6147
@jackaraz
extend test
62bf0c8
@jackaraz
update CLs calculation
42824f1
@jackaraz
update simplified_likelihood.py
f49d39a
@jackaraz
Merge branch 'main' into taco_interface
ba7b179
@jackaraz
fix CLs calculation issue
1fed771
@jackaraz
initiate pyhf interface
3ec8a32
@jackaraz
finalize pyhf_interface.py
967bf53
@jackaraz
update run_recast.py with new pyhf interface
106e481
@jackaraz
fix relative import
b5727e6
@jackaraz
fix relative import
103bd3d
@jackaraz
match simplified_likelihood.py
6832e17
@jackaraz
adapt new pyhf_interface.py: bugfixes
0d1460d
@jackaraz
add an abstract method for taco interface
f3e47e1
@jackaraz
add upper limit calculation for POI
1bde071
@jackaraz
initialize TACO with pyhf backend
5cf4311
@jackaraz
update pyhf_interface.py
0a024c1
@jackaraz
fix TACO writer
0fe62c1
@jackaraz
update code style
823287c
@jackaraz
bugfix in run_recast.py
971f21f
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@jackaraz