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Improve support for statespace post-estimation tasks when working with point estimates

enhancementsNew feature or requestNew feature or request

feature request

help wantedExtra attention is neededExtra attention is needed

statespace

Status: Open.

#583 In pymc-devs/pymc-extras;

· jessegrabowski opened on Sep 24, 2025

<code>fit_laplace</code> errors when deterministics or data do not have dims

bugSomething isn't workingSomething isn't working

Status: Open.

#581 In pymc-devs/pymc-extras;

· jessegrabowski opened on Sep 23, 2025

Value of loss function for find_MAP varies between backends for the same model

bugSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#580 In pymc-devs/pymc-extras;

· jessegrabowski opened on Sep 22, 2025

<code>convert_flat_trace_to_idata</code> throws NotImplementedError with Pathfinder and pymc inference backend

Status: Open.

#577 In pymc-devs/pymc-extras;

· jaanerik opened on Sep 11, 2025

type hint that factor can be a np.array

good first issueGood for newcomersGood for newcomers

Status: Open.

#576 In pymc-devs/pymc-extras;

· williambdean opened on Sep 9, 2025

Replace Pandas with Narwhals in <code>Statespace</code>

enhancementsNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

statespace

Status: Open.

#575 In pymc-devs/pymc-extras;

· jessegrabowski opened on Sep 5, 2025

Add <code>ShiftedBetaGeometric</code> Distribution

Status: Open.

#573 In pymc-devs/pymc-extras;

· ColtAllen opened on Aug 30, 2025

Creating function to transform Graphviz DPG model into Causal DAG

Status: Open.

#572 In pymc-devs/pymc-extras;

· cetagostini opened on Aug 28, 2025

<code>get_laplace_approx</code> should provide initial guesses for <code>x0</code> in a more principled manner

Status: Open.

#571 In pymc-devs/pymc-extras;

· Michal-Novomestsky opened on Aug 28, 2025

<code>laplace_marginal_rv_logp</code> should obtain latent dimension more robustly

Status: Open.

#570 In pymc-devs/pymc-extras;

· Michal-Novomestsky opened on Aug 28, 2025

Implement inference for the latent field in INLA

Status: Open.

#569 In pymc-devs/pymc-extras;

· Michal-Novomestsky opened on Aug 27, 2025

Calls to <code>pytensor.optimize.minimize</code> slow down <code>laplace_marginal_rv_logp</code>

Status: Open.

#568 In pymc-devs/pymc-extras;

· Michal-Novomestsky opened on Aug 27, 2025