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Replace <code>assert</code> checks in <code>logprob.scan</code> with real error handling

enhancements

hackathonSuitable for hackathonSuitable for hackathon

help wanted

needs infoAdditional information requiredAdditional information required

pytensor

Status: Open.

#7780 In pymc-devs/pymc;

· jessegrabowski opened on May 9, 2025

Compute only dependent logp in step samplers

enhancements

help wanted

samplers

Status: Open.

#7591 In pymc-devs/pymc;

· ricardoV94 opened on Nov 26, 2024

Numpy deprecation warning issued from within <code>test_metropolis.py</code>

beginner friendly

help wanted

maintenance

tests

Status: Open.

#7369 In pymc-devs/pymc;

· ricardoV94 opened on Jun 17, 2024

Add PyArrow backend

enhancements

help wanted

Status: Open.

#7300 In pymc-devs/pymc;

· ricardoV94 opened on May 6, 2024

BUG: <code>pm.sample_posterior_predictive</code> discards new results when <code>extend_inferencedata=True</code> and <code>posterior_predictive</code> group already exists

bug

help wanted

trace-backendTraces and ArviZ stuffTraces and ArviZ stuff

Status: Open.

#7214 In pymc-devs/pymc;

· jessegrabowski opened on Mar 22, 2024

Unify <code>distributions/transform.py</code> and <code>logprob/transform.py</code>

help wanted

logprob

maintenance

Status: Open.

#6908 In pymc-devs/pymc;

· ricardoV94 opened on Sep 13, 2023

DOC: pm.sampling.jax functions are not included in PyMC docs

docs

help wanted

Status: Open.

#6854 In pymc-devs/pymc;

· cluhmann opened on Aug 11, 2023

Add core notebook on sample_posterior_predictive for out-of-model predictions

docs

help wanted

Status: Open.

#6812 In pymc-devs/pymc;

· ricardoV94 opened on Jul 4, 2023

Add rewrite for Mixture when <code>comp_dists</code> can be "fused"

feature request

help wanted

logprob

Status: Open.

#6803 In pymc-devs/pymc;

· ricardoV94 opened on Jun 29, 2023

Use same API for defining internal and external Nuts kwargs

bug

help wanted

jax

Status: Open.

#6757 In pymc-devs/pymc;

· ricardoV94 opened on Jun 7, 2023

Add function that goes from transformed space to untransformed space

enhancements

help wanted

trace-backendTraces and ArviZ stuffTraces and ArviZ stuff

Status: Open.

#6721 In pymc-devs/pymc;

· ricardoV94 opened on May 18, 2023

CheckParameterValues not replaced in inner graphs

help wanted

logprob

Status: Open.

#6697 In pymc-devs/pymc;

· ricardoV94 opened on Apr 28, 2023