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Convergence plots for Emulator examples & a bugfix #279

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merged 1 commit into from
Jul 13, 2024
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@odunbar odunbar commented Feb 7, 2024

Purpose

Adds convergence plots over many repeats of Emulator experiments
Closes #278

Content

  • adds repeats for the EDMF example
  • adds convergence plots (normalized by the initiali iteration to error=1) for Emulator/Ishigami, Emulator/L63, and EDMF_data/
  • adds a way of extracting the error of EKI
  • bugfixes the scalar RF index error

Example convergence plots

From the current example library - the plots look like this:

Ishigami (14 params)

ishigami_eki-conv_RF-scalar

L63 (41 params) - NB log-scale

l63_eki-conv_test

EDMF (634 params)

eki-conv_RF-vector-nosvd-nonsep


  • I have read and checked the items on the review checklist.

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codecov bot commented Feb 7, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 88.35%. Comparing base (acf1051) to head (42ca861).
Report is 17 commits behind head on main.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #279      +/-   ##
==========================================
+ Coverage   88.17%   88.35%   +0.18%     
==========================================
  Files           8        8              
  Lines        1184     1194      +10     
==========================================
+ Hits         1044     1055      +11     
+ Misses        140      139       -1     

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@odunbar odunbar changed the title [WIP] convergence plots for Emulator examples & a bugfix Convergence plots for Emulator examples & a bugfix Jul 11, 2024
updates from hpc

rm prints

repeats for uq_for_edmf

add save jld2 and lines+series depending on repeats

add jld2 and log-scale

rm prints, typos

format
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odunbar commented Jul 13, 2024

Merging to support code availability in the submission https://arxiv.org/abs/2407.00584

@odunbar odunbar merged commit f2e95cf into main Jul 13, 2024
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repeated index i in nested loop
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