MeasuredNoiseGP

[ziatdinovmax]

This class extends the ExactGP model by allowing the inclusion of measured noise variances in the GP framework. Unlike standard GP models, where noise is typically inferred, this model uses noise values obtained from repeated measurements at the same input points.

cc: @SergeiVKalinin @arpanbiswas52

[codecov-commenter]

Codecov Report

Attention: 16 lines in your changes are missing coverage. Please review.

Comparison is base (c1a3a1a) 95.80% compared to head (8355c4c) 95.63%.

Files	Patch %	Lines
gpax/models/mngp.py	82.95%	15 Missing ⚠️
gpax/models/linreg.py	96.77%	1 Missing ⚠️

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Additional details and impacted files

@@            Coverage Diff             @@
##             main      #69      +/-   ##
==========================================
- Coverage   95.80%   95.63%   -0.17%     
==========================================
  Files          48       51       +3     
  Lines        3718     3918     +200     
==========================================
+ Hits         3562     3747     +185     
- Misses        156      171      +15     

Flag	Coverage Δ
unittests	95.63% <92.07%> (-0.17%)	⬇️

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