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Numerical instability in <code>_exact_wnorm</code> / parameter information gain for small Dirichlet counts (MINVAL sensitivity, EFE oscillations)

Status: Open.

#340 In infer-actively/pymdp;

· conorheins opened on Jan 8, 2026

Add <code>pre-commit</code> hook to sanitize Jupyter notebooks (strip noisy metadata / execution counts, keep cell source + outputs)

cleanupCode cleanups and improvementsCode cleanups and improvements

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#333 In infer-actively/pymdp;

· conorheins opened on Dec 12, 2025

Separate observation processing from state inference

enhancementNew feature or requestNew feature or request

Status: Open.

#330 In infer-actively/pymdp;

· conorheins opened on Dec 3, 2025

Create batch_size compatible versions of <code>Model</code> and <code>Distribution</code> classes

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#316 In infer-actively/pymdp;

· conorheins opened on Nov 14, 2025

Make jittable sophisticated inference implementation

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#314 In infer-actively/pymdp;

· conorheins opened on Nov 11, 2025

Improve parameter identifiability in <code>examples/model_fitting/fitting_with_pybefit.ipynb</code>

tutorial_suggestiontutorial related edits, suggestions or improvementstutorial related edits, suggestions or improvements

Status: Open.

Task

#298 In infer-actively/pymdp;

· conorheins opened on Oct 29, 2025

Add variational free energy computation

enhancementNew feature or requestNew feature or request

Status: Open.

#297 In infer-actively/pymdp;

· conorheins opened on Oct 29, 2025

API design question - should users ever be directly exposed to JAX?

openIssues intentionally left open, with no schedule for next steps.Issues intentionally left open, with no schedule for next steps.

questionFurther information is requestedFurther information is requested

Status: Open.

Feature

#292 In infer-actively/pymdp;

· Arun-Niranjan opened on Oct 21, 2025

Intermittent planning

enhancementNew feature or requestNew feature or request

Status: Open.

#278 In infer-actively/pymdp;

· conorheins opened on Sep 25, 2025

rollout function is incompatible with onehot_obs Agent?

bugSomething isn't workingSomething isn't working

Status: Open.

#277 In infer-actively/pymdp;

· Arun-Niranjan opened on Sep 22, 2025

Agent not being updated over time in <code>graph_worlds_demo.ipynb</code> and <code>si_graph_world.ipynb</code>notebooks

cleanupCode cleanups and improvementsCode cleanups and improvements

Status: Open.

#276 In infer-actively/pymdp;

· conorheins opened on Sep 20, 2025

More flexible configuration of inference algorithms

enhancementNew feature or requestNew feature or request

Status: Open.

#275 In infer-actively/pymdp;

· conorheins opened on Sep 19, 2025