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added partial least squares emulator#699

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jtwhite79 merged 16 commits into
pypest:developfrom
jtwhite79:feat_pls
Jun 26, 2026
Merged

added partial least squares emulator#699
jtwhite79 merged 16 commits into
pypest:developfrom
jtwhite79:feat_pls

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@jtwhite79

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add PLS as an emulator. added option to use cheap, fast analytical NS transform in addition to the more robust MC based NST. ensemble describe method.

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codecov-commenter commented Jun 25, 2026

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Codecov Report

❌ Patch coverage is 73.19820% with 119 lines in your changes missing coverage. Please review.
✅ Project coverage is 75.98%. Comparing base (3c3893c) to head (44afc61).

Files with missing lines Patch % Lines
pyemu/emulators/pls.py 68.43% 101 Missing ⚠️
pyemu/emulators/dsi.py 52.00% 12 Missing ⚠️
pyemu/emulators/__init__.py 40.00% 3 Missing ⚠️
pyemu/emulators/transformers.py 93.33% 2 Missing ⚠️
pyemu/en.py 97.50% 1 Missing ⚠️
Additional details and impacted files
@@             Coverage Diff             @@
##           develop     #699      +/-   ##
===========================================
- Coverage    76.18%   75.98%   -0.20%     
===========================================
  Files           37       38       +1     
  Lines        19388    19802     +414     
===========================================
+ Hits         14770    15046     +276     
- Misses        4618     4756     +138     

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@jtwhite79 jtwhite79 merged commit adb8cc3 into pypest:develop Jun 26, 2026
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2 participants