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)

v0.25.2

Turing v0.25.2

Diff since v0.25.1

Closed issues:

• Up-to-date way of saving and reloading chains (#1994)

Merged pull requests:

• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#1985) (@github-actions[bot])
• CompatHelper: bump compat for StatsBase to 0.34 for package test, (keep existing compat) (#1986) (@github-actions[bot])
• Fix turing.ml links (#1998) (@devmotion)

v0.25.1

Turing v0.25.1

Diff since v0.25.0

Closed issues:

• Strange posterior formula in the Variational Inference document (#1939)
• ERROR: Mutating arrays is not supported when using arrays of parameters and Zygote (#1984)
• webiste tutorial link issues (#1987)

Merged pull requests:

• fix math in variational_inference.md (#1990) (@Red-Portal)
• Fix CI (#1992) (@devmotion)

v0.25.0

Turing v0.25.0

Diff since v0.24.4

Merged pull requests:

• Bump DynamicPPL.jl, AdvancedVI, and Bijectors version (#1979) (@torfjelde)