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Extend exact posteriors to condition on multiple observations
bug
Something isn't working
enhancement
New feature or request
exact posterior
important
question
Further information is requested
#125
opened Jul 2, 2023 by
larryshamalama
Demo automatic MAP estimation based on proximal operators
enhancement
New feature or request
important
#119
opened Mar 22, 2023 by
brandonwillard
Make sure Something isn't working
important
miniKanren
question
Further information is requested
kanren
rewrites account for SharedVariable.default_update
s
bug
#108
opened Feb 17, 2023 by
brandonwillard
Dynamically generate lists in documentation
documentation
Improvements or additions to documentation
help wanted
Extra attention is needed
#107
opened Feb 16, 2023 by
rlouf
Use miniKanren to walk through mathematically equivalent model representations
enhancement
New feature or request
mathematical relations
miniKanren
#103
opened Feb 13, 2023 by
rlouf
Add automatic Laplace approximation
enhancement
New feature or request
sampler steps
#102
opened Feb 13, 2023 by
rlouf
Add New feature or request
important
sample_prior
, sample
and sample_posterior_predictive
functions
enhancement
#101
opened Feb 13, 2023 by
rlouf
Logistic regression with time-varying coefficients: cannot construct sampler
bug
Something isn't working
important
#90
opened Dec 24, 2022 by
lucasgautheron
construct_sampler
does not support transformed observables
bug
#89
opened Dec 7, 2022 by
brandonwillard
Add standard HMC/NUTS defaults and options
enhancement
New feature or request
important
sampler steps
#86
opened Nov 30, 2022 by
brandonwillard
Add a function to change the scan order of the sampling steps returned by New feature or request
help wanted
Extra attention is needed
sampler steps
construct_sampler
enhancement
#84
opened Nov 29, 2022 by
rlouf
Add a utility function to sample using New feature or request
good first issue
Good for newcomers
help wanted
Extra attention is needed
scan
enhancement
#80
opened Nov 18, 2022 by
rlouf
Assign FFBS sampler to variables in HMM models
enhancement
New feature or request
help wanted
Extra attention is needed
sampler steps
#73
opened Oct 18, 2022 by
rlouf
Add ratio distributions relations
enhancement
New feature or request
help wanted
Extra attention is needed
mathematical relations
#65
opened Sep 25, 2022 by
rlouf
Rewrite the Horseshoe Gibbs sampler to use our rewrite system
gibbs
important
mathematical relations
miniKanren
refactoring
A change that improves the codebase but doesn't necessarily introduce a new feature
sampler steps
#64
opened Sep 25, 2022 by
rlouf
Add relation between different parametrizations?
help wanted
Extra attention is needed
mathematical relations
#63
opened Sep 25, 2022 by
rlouf
Add relations for the Student t distributions
enhancement
New feature or request
help wanted
Extra attention is needed
mathematical relations
#62
opened Sep 24, 2022 by
rlouf
Add the New feature or request
help wanted
Extra attention is needed
mathematical relations
uniform
and t
distributions to the location-scale family
enhancement
#61
opened Sep 24, 2022 by
rlouf
Add convolutions of distributions
help wanted
Extra attention is needed
mathematical relations
miniKanren
#57
opened Sep 4, 2022 by
rlouf
Implement relations between distributions in the Leemis chart
help wanted
Extra attention is needed
mathematical relations
miniKanren
#56
opened Sep 1, 2022 by
rlouf
Add more scale-mixtures
enhancement
New feature or request
mathematical relations
#49
opened Jul 22, 2022 by
brandonwillard
Add more conjugate relationships
exact posterior
important
sampler steps
#48
opened Jul 22, 2022 by
brandonwillard
Expand scale-mixtures
exact posterior
gibbs
important
mathematical relations
refactoring
A change that improves the codebase but doesn't necessarily introduce a new feature
sampler steps
#46
opened Jul 22, 2022 by
brandonwillard
Make sure that the beta-binomial relation can expand both ways
exact posterior
important
mathematical relations
miniKanren
#43
opened Jul 5, 2022 by
rlouf
Lift random variables through mixtures when looking for closed-form posteriors
enhancement
New feature or request
exact posterior
help wanted
Extra attention is needed
mathematical relations
miniKanren
#36
opened Jun 16, 2022 by
rlouf
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