Issues

• About 15 vectors of the parameter dimension allocated per leapfrog step; about 40% can be removed without mutation

  TuringLang/AdvancedHMC.jl#531 · Filter by author EvoArt opened on Oct 13, 2026
  1

• find_good_stepsize evaluates the previous step-size candidate

  TuringLang/AdvancedHMC.jl#523 · Filter by author yebai opened on Sep 1, 2026
  1

• The step function should have a generic n_steps > 1 implementation and specialized n_steps == 1 implementation

  TuringLang/AdvancedHMC.jl#486 · Filter by author nsiccha opened on Jan 12, 2026

• Internal function neg_energy should be called neg_kinetic_energy

  TuringLang/AdvancedHMC.jl#483 · Filter by author nsiccha opened on Dec 17, 2025
  2

• Efficient Computation of Hamiltonian Derivatives in RHMC

  TuringLang/AdvancedHMC.jl#482 · Filter by author THargreaves opened on Dec 4, 2025
  1

• NUTS could be implemented more efficiently and allow for user defined trajectory statistics

  TuringLang/AdvancedHMC.jl#478 · Filter by author nsiccha opened on Nov 26, 2025

• Clean up internal interface and streamline a few implementations

  TuringLang/AdvancedHMC.jl#477 · Filter by author nsiccha opened on Nov 24, 2025

• Make it easier to select the used adaptation

  TuringLang/AdvancedHMC.jl#475 · Filter by author nsiccha opened on Nov 20, 2025
  1

• Add adaptive adaptation (ha!)

  TuringLang/AdvancedHMC.jl#474 · Filter by author nsiccha opened on Nov 19, 2025

• non-boolean progress not supported

  TuringLang/AdvancedHMC.jl#472 · Filter by author sethaxen opened on Nov 6, 2025
  3

• Adding the WALNUTS sampler

  algorithm
  TuringLang/AdvancedHMC.jl#470 · Filter by author sethaxen opened on Sep 17, 2025
  4

• Vectorized sampling with DenseEuclideanMetric

  TuringLang/AdvancedHMC.jl#444 · Filter by author ErikQQY opened on May 10, 2025

• Simplify worked example in README further

  TuringLang/AdvancedHMC.jl#424 · Filter by author yebai opened on Apr 8, 2025
  1

• Clean up exports

  enhancementuser-friendly
  TuringLang/AdvancedHMC.jl#418 · Filter by author yebai opened on Apr 2, 2025

• Rigorous numerical and convergence testing using VecTargets

  TuringLang/AdvancedHMC.jl#415 · Filter by author yebai opened on Mar 31, 2025

• Refactor vectorised HMC implementations using AcceleratedKernels.jl

  TuringLang/AdvancedHMC.jl#412 · Filter by author yebai opened on Mar 26, 2025
  1

• Excessive Memory Allocations in AbstractMCMC Calls

  TuringLang/AdvancedHMC.jl#410 · Filter by author abhinavsns opened on Mar 22, 2025
  

• Improve AbstractMCMC integration with AHMC

  TuringLang/AdvancedHMC.jl#403 · Filter by author yebai opened on Mar 14, 2025

• Is there a minimal example of what a new HMC algorithm needs to implement to be able to fit into this framework?

  TuringLang/AdvancedHMC.jl#384 · Filter by author nihcompmed opened on Dec 23, 2024
  1

• Accessing samples?

  TuringLang/AdvancedHMC.jl#365 · Filter by author rkube opened on Mar 6, 2024

• AbstractMCMC.step interface broken

  TuringLang/AdvancedHMC.jl#350 · Filter by author devmotion opened on Sep 28, 2023
  4

• Removing support for AbstractMCMC.Sample piracy

  TuringLang/AdvancedHMC.jl#326 · Filter by author JaimeRZP opened on Jun 28, 2023
  4

• Add nuts-rs's metric adaptation

  TuringLang/AdvancedHMC.jl#311 · Filter by author sethaxen opened on Jan 10, 2023
  15

• Expose adapted mass matrix

  Feature

  TuringLang/AdvancedHMC.jl#293 · Filter by author mschauer opened on Jun 1, 2022
  2

  

• Unify the Euclidean metric types

  TuringLang/AdvancedHMC.jl#288 · Filter by author sethaxen opened on Apr 19, 2022