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Solves #4884. I do not agree with the characterization of BART as a "model architecture", I think is better to think about it as an stochastic process (or at least as something that approximated that). But GPs have the same description and they are also separated in its own module. Also this separation makes sense when in the near future we (I) add some utilities to work with BART.

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codecov bot commented Oct 8, 2021

Codecov Report

Merging #5058 (3994adc) into main (70f1975) will increase coverage by 0.00%.
The diff coverage is 100.00%.

Impacted file tree graph

@@           Coverage Diff           @@
##             main    #5058   +/-   ##
=======================================
  Coverage   78.33%   78.34%           
=======================================
  Files         129      130    +1     
  Lines       24427    24430    +3     
=======================================
+ Hits        19136    19140    +4     
+ Misses       5291     5290    -1     
Impacted Files Coverage Δ
pymc/bart/bart.py 100.00% <ø> (ø)
pymc/bart/tree.py 100.00% <ø> (ø)
pymc/distributions/__init__.py 100.00% <ø> (ø)
pymc/step_methods/__init__.py 100.00% <ø> (ø)
pymc/__init__.py 96.07% <100.00%> (+0.07%) ⬆️
pymc/bart/__init__.py 100.00% <100.00%> (ø)
pymc/bart/pgbart.py 95.95% <100.00%> (ø)
pymc/sampling.py 87.43% <100.00%> (+0.01%) ⬆️
pymc/step_methods/hmc/nuts.py 95.00% <100.00%> (ø)
pymc/tests/test_bart.py 100.00% <100.00%> (ø)
... and 1 more

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Structure. I like it

@aloctavodia aloctavodia merged commit a3cc81c into pymc-devs:main Oct 8, 2021
@aloctavodia aloctavodia deleted the bart_module branch October 8, 2021 17:04
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2 participants