Issues

• Extend exact posteriors to condition on multiple observations

  bugenhancementexact posteriorimportantquestion
  aesara-devs/aemcmc#125 · Filter by author larryshamalama opened on Jul 2, 2023
  7

• Demo automatic MAP estimation based on proximal operators

  enhancementimportant
  aesara-devs/aemcmc#119 · Filter by author brandonwillard opened on Mar 22, 2023

• Make sure kanren rewrites account for SharedVariable.default_updates

  bugimportantminiKanrenquestion
  aesara-devs/aemcmc#108 · Filter by author brandonwillard opened on Feb 17, 2023
  

• Dynamically generate lists in documentation

  documentationhelp wanted
  aesara-devs/aemcmc#107 · Filter by author rlouf opened on Feb 16, 2023

• Use miniKanren to walk through mathematically equivalent model representations

  enhancementmathematical relationsminiKanren
  aesara-devs/aemcmc#103 · Filter by author rlouf opened on Feb 13, 2023

• Add automatic Laplace approximation

  enhancementsampler steps
  aesara-devs/aemcmc#102 · Filter by author rlouf opened on Feb 13, 2023

• Add sample_prior, sample and sample_posterior_predictive functions

  enhancementimportant
  aesara-devs/aemcmc#101 · Filter by author rlouf opened on Feb 13, 2023
  

• Logistic regression with time-varying coefficients: cannot construct sampler

  bugimportant
  aesara-devs/aemcmc#90 · Filter by author lucasgautheron opened on Dec 24, 2022
  6

• construct_sampler does not support transformed observables

  bugimportantrequest discussion
  aesara-devs/aemcmc#89 · Filter by author brandonwillard opened on Dec 7, 2022
  1

  

• Add standard HMC/NUTS defaults and options

  enhancementimportantsampler steps
  aesara-devs/aemcmc#86 · Filter by author brandonwillard opened on Nov 30, 2022
  1

• Add a function to change the scan order of the sampling steps returned by construct_sampler

  enhancementhelp wantedsampler steps
  aesara-devs/aemcmc#84 · Filter by author rlouf opened on Nov 29, 2022

• Add a utility function to sample using scan

  enhancementgood first issuehelp wanted
  aesara-devs/aemcmc#80 · Filter by author rlouf opened on Nov 18, 2022

• Assign FFBS sampler to variables in HMM models

  enhancementhelp wantedsampler steps
  aesara-devs/aemcmc#73 · Filter by author rlouf opened on Oct 18, 2022

• Add ratio distributions relations

  enhancementhelp wantedmathematical relations
  aesara-devs/aemcmc#65 · Filter by author rlouf opened on Sep 25, 2022

• Rewrite the Horseshoe Gibbs sampler to use our rewrite system

  gibbsimportantmathematical relationsminiKanrenrefactoringsampler steps
  aesara-devs/aemcmc#64 · Filter by author rlouf opened on Sep 25, 2022

• Add relation between different parametrizations?

  help wantedmathematical relations
  aesara-devs/aemcmc#63 · Filter by author rlouf opened on Sep 25, 2022

• Add relations for the Student t distributions

  enhancementhelp wantedmathematical relations
  aesara-devs/aemcmc#62 · Filter by author rlouf opened on Sep 24, 2022

• Add the uniform and t distributions to the location-scale family

  enhancementhelp wantedmathematical relations
  aesara-devs/aemcmc#61 · Filter by author rlouf opened on Sep 24, 2022

• Add convolutions of distributions

  help wantedmathematical relationsminiKanren
  aesara-devs/aemcmc#57 · Filter by author rlouf opened on Sep 4, 2022
  1

• Implement relations between distributions in the Leemis chart

  help wantedmathematical relationsminiKanren
  aesara-devs/aemcmc#56 · Filter by author rlouf opened on Sep 1, 2022
  1

• Add more scale-mixtures

  enhancementmathematical relations
  aesara-devs/aemcmc#49 · Filter by author brandonwillard opened on Jul 22, 2022
  1

• Add more conjugate relationships

  exact posteriorimportantsampler steps
  aesara-devs/aemcmc#48 · Filter by author brandonwillard opened on Jul 22, 2022

• Expand scale-mixtures

  exact posteriorgibbsimportantmathematical relationsrefactoringsampler steps
  aesara-devs/aemcmc#46 · Filter by author brandonwillard opened on Jul 22, 2022
  1

• Make sure that the beta-binomial relation can expand both ways

  exact posteriorimportantmathematical relationsminiKanren
  aesara-devs/aemcmc#43 · Filter by author rlouf opened on Jul 5, 2022
  

• Lift random variables through mixtures when looking for closed-form posteriors

  enhancementexact posteriorhelp wantedmathematical relationsminiKanren
  aesara-devs/aemcmc#36 · Filter by author rlouf opened on Jun 16, 2022