v0.27.1

Turing v0.27.1

Diff since v0.27.0

Closed issues:

• Save samples as we go (#2015)

Merged pull requests:

• bump compat of AdvancedHMC (#2050) (@JaimeRZP)
• Bump bijectors compat (#2052) (@yebai)

v0.27.0

Turing v0.27.0

Diff since v0.26.6

Closed issues:

• Different order of parameters in MCMC chain vs. MAP result (#1322)
• Allow silencing variational inference log messages (#1493)
• Any plans on implementing DREAM (Differential Evolution based particle inference)? (#1640)
• Kernel dies with Gibbs or ADVI with models involving categorical or dirichlet (#1777)
• Feature request: Output maximized ELBO after variational inference (#1896)
• stack overflow in ADVI (#1910)

Merged pull requests:

• Transfer some test utility function into DynamicPPL (#2049) (@yebai)
• Move Optim support to extension (#2051) (@devmotion)

v0.26.6

Turing v0.26.6

Diff since v0.26.5

Merged pull requests:

• Revert dependencies on FillArrays (#2042) (@yebai)
• Fix redundant definition of getstats (#2044) (@devmotion)

v0.26.5

Turing v0.26.5

Diff since v0.26.4

Merged pull requests:

• Update FillArrays compat to 1.4.1 (#2035) (@devmotion)
• Minor fix in CoefTable information (#2036) (@palmtree2013)
• Fix testset for external samplers (#2039) (@yebai)
• Replacement for #2039 (#2040) (@yebai)

v0.26.4

Turing v0.26.4

Diff since v0.26.3

Closed issues:

• coeftable on optimize output (MLE and MAP) throws error (#2033)

Merged pull requests:

• New Feature: Fix and improve coeftable for otpimize() output (#2034) (@DominiqueMakowski)

v0.26.3

Turing v0.26.3

Diff since v0.26.2

Merged pull requests:

• Use LogDensityFunction for variational inference (#1944) (@torfjelde)
• Allow usage of AbstractSampler (#2008) (@torfjelde)
• CompatHelper: bump compat for FillArrays to 1 for package test, (keep existing compat) (#2019) (@github-actions[bot])
• Transition (#2026) (@JaimeRZP)
• no tests (#2028) (@JaimeRZP)
• Unify transition also in external samplers (#2030) (@JaimeRZP)
• Re-add AdvancedMH compat (#2032) (@devmotion)

v0.26.2

Turing v0.26.2

Diff since v0.26.1

Merged pull requests:

• Fixed broken Turing.Inference.named_values (#2021) (@torfjelde)
• Fix MLE with ConditionContext (#2022) (@devmotion)

v0.26.1

Turing v0.26.1

Diff since v0.26.0

Closed issues:

• predict() from a Prior-sampled chain returns no predictions (#2012)

Merged pull requests:

• Restrict tests to FillArrays 1.0.0 (#2014) (@torfjelde)

v0.26.0

Turing v0.26.0

Diff since v0.25.3

Closed issues:

• Implement "Variational Autoencoder" with ADVI (#1885)

Merged pull requests:

• Insane memory-usage when using Emcee with large number of iterations (#1976) (@torfjelde)
• Bump DynamicPPL to 0.23 (#2001) (@torfjelde)

v0.25.3

Turing v0.25.3

Diff since v0.25.2

Merged pull requests:

• Warn user if we're struggling to find good init params (#1999) (@torfjelde)