Bayesian inference with probabilistic programming.
ADTypes.jl
. Users should now specify the desired ADType
directly in sampler constructors, e.g., HMC(0.1, 10; adtype=AutoForwardDiff(; chunksize))
, or HMC(0.1, 10; adtype=AutoReverseDiff(false))
(false
indicates not to use compiled tape).ADBackend
, setadbackend
, setadsafe
, setchunksize
, and setrdcache
are deprecated and will be removed in a future release.verifygrad
function.LogDensityProblemsAD
(v1.7).Full Changelog: https://github.com/TuringLang/Turing.jl/compare/v0.29.3...v0.30.0
Merged pull requests:
Closed issues:
LKJCholesky
does not work with compiled ReverseDiff.jl (#2091)Closed issues:
Merged pull requests:
DynamicPPL.tonamedtuple
(#2071) (@torfjelde)FlattenIterator
is replaced by varname_and_value_leaves
(#2072) (@yebai)Tracker
imports no longer needed. (#2076) (@yebai)Closed issues:
Merged pull requests:
Closed issues:
Merged pull requests: