probcomp / Gen.jl

A general-purpose probabilistic programming system with programmable inference

https://gen.dev

probcomp/Gen.jl Issues

Error in `discard` returned by `update` for DynamicDSLTrace with hierarchical addresses
Updated a month ago4
Use map_optimize in particle filter
Updated 2 months ago2
Use a distribution as choice map
Closed 2 months ago2
Tutorial on particle filters should emphasize that model that calls `Unfold` needs to be static
Updated 2 months ago5
Automated construction of diffeomorphism/bijector trace translators
Updated 2 months ago4
Failing CI tests on Julia 1.6
Closed 3 months ago
Leaf nodes and submaps are not sorted when pretty-printing choicemaps.
Updated 3 months ago
Failing docstring tests in Julia nightly.
Updated 4 months ago
[Proposal] Adding an optional serialization dependency.
Updated 5 months ago
`_from_array` impl for vector doesn't handle nested elements
Updated 8 months ago2
Gen.set_submap! breaks for non-`DynamicChoiceMap` submaps
Updated 8 months ago2
`Gen.choicemap` constructor assigns choice-map args as leaves
Updated 8 months ago2
SMC likelihood tempering?
Updated 9 months ago
Incorrect Dynamic DSL `update` Implementation on the Prox Base Branch
Updated 9 months ago7
Create new tagged release
Closed 10 months ago4
Without `load_generated_functions`, static proposals must now be defined before static models
Closed 10 months ago2
Error in documentation of `regenerate`?
Updated a year ago1
Type signature of HeterogeneousMixture
Closed a year ago1
Where to ask questions
Closed a year ago4
When should one use Gen.jl over other PPLs such as pyro or PyMC?
Closed a year ago3
Bug in `logpdf_grad` implementation of `@dist` DSL distributions.
Closed a year ago1
Fixing the value range that learnable parameters can take when being optimised
Closed a year ago5
Missing visualization/regression_viz.jl
Closed 2 years ago1
Simplified import from `Distributions.jl`
Updated 2 years ago2
Move docs from "gen.dev" to "gen.dev/docs"
Closed 2 years ago3
Fixing failing doctests found by Documenter.jl
Updated 2 years ago
Documentation Github job is skipping deployment to gh-pages on merge to master
Closed 2 years ago14
Update test cases to prevent platform-specific variability
Updated 2 years ago
Migrate tests from Travis CI to Github Actions
Closed 2 years ago1
Involution DSL appears unable to read ":continuous" and ":discrete" annotation through variables
Updated 2 years ago1
Add protection for "master" branch
Closed 2 years ago2
(KernelDSL) `MethodError` raises uninformative error message
Updated 2 years ago3
Backdrop error with static unfold
Updated 2 years ago
_fill_array! can't handle DynamicChoiceMaps with tuple and symbol addresses
Updated 2 years ago
Update tutorials to reflect that `@load_generated_functions` is no longer needed.
Updated 2 years ago
out of bounds samples in piecewise_uniform
Closed 2 years ago5
Not Compatible with MLJ.jl
Closed 2 years ago3
Regression in Julia 1.7 leading to issues with particle filters, etc.
Closed 2 years ago2
`_fill_array!` not implemented for `VectorTraceChoiceMap`
Updated 2 years ago
Best way to calculate expected values of a model?
Closed 2 years ago8
`Gen.Trie` does not implement `get_values_shallow`, despite being a `ChoiceMap`
Closed 2 years ago5
`logpdf_grad` errors for `HomogeneousMixture`
Closed 2 years ago5
Delta distributions
Closed 2 years ago1
Triage `Unfold` combinator gradient issues
Closed 2 years ago4
Document that `ParamUpdate(..., gf)` will only update parameters initialized at the time of construction
Updated 2 years ago
Docker build runs latest version of Julia instead of intended version
Closed 2 years ago5
`generate` of Static Gen Fn using StaticAssmt yields incorrect behavior
Updated 3 years ago
Backprop with PersistentVectors
Updated 3 years ago1
Document disagreement of Base.in and Base.getindex for Selection
Updated 3 years ago
Recurse combinator documentation
Updated 3 years ago