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Change sample_posterior_predictive API wrt to volatility#8209

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Change sample_posterior_predictive API wrt to volatility#8209
ricardoV94 wants to merge 1 commit intopymc-devs:v6from
ricardoV94:sample_posterior_predictive

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@ricardoV94 ricardoV94 commented Mar 21, 2026

Closes #7069

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read-the-docs-community bot commented Mar 21, 2026

Documentation build overview

📚 pymc | 🛠️ Build #32109011 | 📁 Comparing c3eb5fd against latest (0f5c0ca)

  🔍 Preview build  

Show files changed (24 files in total): 📝 24 modified | ➕ 0 added | ➖ 0 deleted
File Status
glossary.html 📝 modified
contributing/developer_guide.html 📝 modified
_modules/pymc/pytensorf.html 📝 modified
_modules/pymc/testing.html 📝 modified
api/generated/pymc.draw.html 📝 modified
api/generated/pymc.icdf.html 📝 modified
api/generated/pymc.logcdf.html 📝 modified
api/generated/pymc.logp.html 📝 modified
api/generated/pymc.sample_posterior_predictive.html 📝 modified
api/generated/pymc.sample_prior_predictive.html 📝 modified
_modules/pymc/distributions/continuous.html 📝 modified
_modules/pymc/distributions/distribution.html 📝 modified
_modules/pymc/distributions/shape_utils.html 📝 modified
_modules/pymc/logprob/basic.html 📝 modified
_modules/pymc/model/core.html 📝 modified
_modules/pymc/ode/ode.html 📝 modified
_modules/pymc/sampling/forward.html 📝 modified
_modules/pymc/variational/approximations.html 📝 modified
_modules/pymc/variational/operators.html 📝 modified
_modules/pymc/variational/opvi.html 📝 modified
_modules/pytensor/tensor/basic.html 📝 modified
_modules/pytensor/tensor/math.html 📝 modified
api/distributions/generated/classmethods/pymc.SymbolicRandomVariable.update.html 📝 modified
api/model/generated/classmethods/pymc.model.core.Model.compile_fn.html 📝 modified

@ricardoV94 ricardoV94 force-pushed the sample_posterior_predictive branch from 8a6137a to 9999e3d Compare March 23, 2026 15:56
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codecov bot commented Mar 23, 2026

Codecov Report

❌ Patch coverage is 97.77778% with 1 line in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (v6@bca2b1e). Learn more about missing BASE report.

Files with missing lines Patch % Lines
pymc/sampling/forward.py 97.77% 1 Missing ⚠️
Additional details and impacted files

Impacted file tree graph

@@          Coverage Diff          @@
##             v6    #8209   +/-   ##
=====================================
  Coverage      ?   91.71%           
=====================================
  Files         ?      124           
  Lines         ?    19894           
  Branches      ?        0           
=====================================
  Hits          ?    18245           
  Misses        ?     1649           
  Partials      ?        0           
Files with missing lines Coverage Δ
pymc/sampling/forward.py 96.46% <97.77%> (ø)
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@ricardoV94 ricardoV94 added major Include in major changes release notes section samplers labels Mar 23, 2026
@ricardoV94 ricardoV94 force-pushed the sample_posterior_predictive branch from 9999e3d to 4f7810c Compare March 23, 2026 17:42
@ricardoV94 ricardoV94 changed the title Finer grained sample_posterior_predictive Change sample_posterior_predictive API wrt to volatility Mar 23, 2026
@ricardoV94 ricardoV94 force-pushed the sample_posterior_predictive branch from 4f7810c to 6025611 Compare April 3, 2026 11:17
@ricardoV94 ricardoV94 force-pushed the sample_posterior_predictive branch from 6025611 to c3eb5fd Compare April 3, 2026 15:46
@ricardoV94 ricardoV94 added this to the v6 milestone Apr 8, 2026
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Make sample_posterior_predictive API less surprising

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