v0.36.15

DynamicPPL v0.36.15

Diff since v0.36.14

Bumped minimum Julia version to 1.10.8 to avoid potential crashes with Core.Compiler.widenconst (which Mooncake uses).

Merged pull requests:

• Improve API for AD testing (#964) (@penelopeysm)

Closed issues:

• Data subsampling without reinstantiating the model (#208)
• Possibly confusing .~ meaning (#435)
• InferenceObjects integration (#464)
• Convenience macros to use within @model (#714)
• evaluate!! shenanigans (#720)
• to_submodel type instabilities (#794)
• Composing models with latent and to_distribution (#802)

v0.36.14

DynamicPPL v0.36.14

Diff since v0.36.13

Added compatibility with [email protected].

Closed issues:

• change defaults: @addlogprob! not included in PriorContext() (#580)
• (Maybe) Find a way to avoid initialising with undef values (#784)
• values_as(vi, NamedTuple) doesn't preserve structure (#814)
• Is there a rationale for why a VarInfo should have some but not all variables linked? (#968)

v0.36.13

DynamicPPL v0.36.13

Diff since v0.36.12

Added documentation for the returned(::Model, ::MCMCChains.Chains) method.

Merged pull requests:

• Add Const annotation for Enzyme (#957) (@penelopeysm)
• Move submodel code to submodel.jl; remove @submodel (#959) (@penelopeysm)
• Remove 3-argument {_,}evaluate!!; clean up submodel code (#960) (@penelopeysm)
• Fix missing field tests for 1.12 (#961) (@penelopeysm)

v0.36.12

DynamicPPL v0.36.12

Diff since v0.36.11

Removed several unexported functions. The only notable one is DynamicPPL.alg_str, which was used in old versions of AdvancedVI and the Turing test suite.

v0.36.11

DynamicPPL v0.36.11

Diff since v0.36.10

Make ThreadSafeVarInfo hold a total of Threads.nthreads() * 2 logp values, instead of just Threads.nthreads().

This fix helps to paper over the cracks in using threadid() to index into the ThreadSafeVarInfo object.

v0.36.10

DynamicPPL v0.36.10

Diff since v0.36.9

Added compatibility with ForwardDiff 1.0.

v0.36.9

DynamicPPL v0.36.9

Diff since v0.36.8

Fixed a failure when sampling from ProductNamedTupleDistribution due to missing tovec methods for NamedTuple and Tuple.

v0.36.8

DynamicPPL v0.36.8

Diff since v0.36.7

Made LogDensityFunction a subtype of AbstractMCMC.AbstractModel.

Merged pull requests:

• Make LDF <: AbstractModel (#937) (@penelopeysm)

v0.36.7

DynamicPPL v0.36.7

Diff since v0.36.6

Added compatibility with MCMCChains 7.0.

v0.36.6

DynamicPPL v0.36.6

Diff since v0.36.5

DynamicPPL.TestUtils.run_ad now takes an extra context keyword argument, which is passed to the LogDensityFunction constructor.

Merged pull requests:

• Allow specifying context in AD testing (#935) (@penelopeysm)

Closed issues:

• Autogenerating Turing Models from simple structs (#929)