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Python summary function

enhancementNew feature or requestNew feature or request

Status: Open.

#86 In flatironinstitute/walnuts;

· bob-carpenter opened on Jul 30, 2026

Soft clamping on gradients

enhancementNew feature or requestNew feature or request

Status: Open.

#84 In flatironinstitute/walnuts;

· bob-carpenter opened on Jul 10, 2026

R interface

Status: Open.

#80 In flatironinstitute/walnuts;

· WardBrian opened on Jul 6, 2026

Options to disable stepsize and mass matrix adaptation independently

Status: Open.

#79 In flatironinstitute/walnuts;

· WardBrian opened on Jun 30, 2026

add average autocorrelation output to summary

enhancementNew feature or requestNew feature or request

Status: Open.

#53 In flatironinstitute/walnuts;

· bob-carpenter opened on May 13, 2026

fourth-order leapfrog integrator

performance

research

Status: Open.

#35 In flatironinstitute/walnuts;

· bob-carpenter opened on Sep 25, 2025

cache gradients across transitions + micro-steps composition

performance

Status: Open.

#34 In flatironinstitute/walnuts;

· bob-carpenter opened on Sep 25, 2025

conserve Hamiltonian each micro step

performance

research

Status: Open.

#31 In flatironinstitute/walnuts;

· bob-carpenter opened on Sep 25, 2025

eliminate double rho updates in leapfrog

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#30 In flatironinstitute/walnuts;

· bob-carpenter opened on Sep 25, 2025

posteriordb evaluation

research

Status: Open.

#6 In flatironinstitute/walnuts;

· bob-carpenter opened on Jun 30, 2025

specialize depth 0/1 transitions, min span size 2

performance

Status: Open.

#3 In flatironinstitute/walnuts;

· WardBrian opened on Jun 30, 2025

algorithm statistics per iteration like Stan

enhancementNew feature or requestNew feature or request

Status: Open.

#2 In flatironinstitute/walnuts;

· WardBrian opened on Jun 30, 2025