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Updates examples for new major releases of pymc/pytensor/arviz

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#862 In pymc-devs/pymc-examples;

· jessegrabowski opened on Apr 23, 2026

[Proposal] New Notebook: Actuarial Survival Analysis (Left-Truncation & AFT Models)

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#861 In pymc-devs/pymc-examples;

· ZHANGSHUO22 opened on Mar 26, 2026

marimo notebooks

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#860 In pymc-devs/pymc-examples;

· fonnesbeck opened on Mar 19, 2026

Fix interventional/counterfactual terminology conflation in interventional_distribution.ipynb

Status: Open.

#855 In pymc-devs/pymc-examples;

· drbenvincent opened on Mar 5, 2026

Swap pre-commit for prek

Status: Open.

#853 In pymc-devs/pymc-examples;

· drbenvincent opened on Mar 5, 2026

Add counterfactual terminology callouts to quasi-experimental notebooks

Status: Open.

#852 In pymc-devs/pymc-examples;

· drbenvincent opened on Mar 5, 2026

New notebook — Unit-level counterfactuals with abduction, action, and prediction

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#851 In pymc-devs/pymc-examples;

· drbenvincent opened on Mar 5, 2026

Reframe counterfactuals_do_operator.ipynb as interventional what-if tutorial

Status: Open.

#849 In pymc-devs/pymc-examples;

· drbenvincent opened on Mar 5, 2026

ENH: Time dependent missingness in time series models

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#846 In pymc-devs/pymc-examples;

· vkverma9534 opened on Feb 25, 2026

Estimating population size with capture-recapture

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#838 In pymc-devs/pymc-examples;

· philpatton opened on Feb 3, 2026

BUG: B matrix orientation in SEM workflow notebook is incorrect.

Status: Open.

#824 In pymc-devs/pymc-examples;

· NathanielF opened on Dec 6, 2025

Proposal and discussion: Overhaul and maintenance plan for this repository

proposalNew notebook proposal still up for discussionNew notebook proposal still up for discussion

Status: Open.

#814 In pymc-devs/pymc-examples;

· benmaier opened on Nov 6, 2025