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)

v0.24.4

Turing v0.24.4

Diff since v0.24.3

Closed issues:

• Question: (#1966)
• Optimisers.jl v0.2.16 update breaks Turing, won't precompile (#1971)
• Question, is it possible to turn off autodiff? (#1973)
• Website Error: Tutorial links send me to the home-page (#1975)
• Turing.ml site down (#1977)

Merged pull requests:

• Preserve context in LogDensityFunction (#1943) (@torfjelde)
• CompatHelper: bump compat for Clustering to 0.15 for package test, (keep existing compat) (#1972) (@github-actions[bot])
• Fix some typos (#1974) (@goggle)

v0.24.3

Turing v0.24.3

Diff since v0.24.2

Merged pull requests:

• Use Random.default_rng() (#1967) (@devmotion)

v0.24.2

Turing v0.24.2

Diff since v0.24.1

Merged pull requests:

• CompatHelper: bump compat for DynamicPPL to 0.22, (keep existing compat) (#1947) (@github-actions[bot])
• CompatHelper: bump compat for AdvancedVI to 0.2, (keep existing compat) (#1948) (@github-actions[bot])
• CompatHelper: bump compat for DynamicPPL to 0.22 for package test, (keep existing compat) (#1949) (@github-actions[bot])
• CompatHelper: bump compat for AdvancedVI to 0.2 for package test, (keep existing compat) (#1950) (@github-actions[bot])
• Fix compatibility with LogDensityProblemsAD 1.4 (#1965) (@devmotion)

v0.24.1

Turing v0.24.1

Diff since v0.24.0

Closed issues:

• Function to check HMC diagnostics (#1524)
• PG doesn't work multivariate distributions (#1592)
• Support MCMCTempering functionality (#1624)
• Reverse-mode AD extremely slow for large number of observations (#1642)
• Unused variable in benchmark (#1652)
• Linear SDEs (#1814)
• Precompile fails with "UndefVarError: NodeType not defined" (#1941)
• turing.ml isn't responding (#1952)
• turing.ml can not be reached currently! (#1953)
• UndefVarError: GLOBAL_RNG from Bijectors.jl (#1955)
• Cannot load / read chains from disk UndefVarError: ForwardDiffLogDensity (#1956)

Merged pull requests:

• CompatHelper: bump compat for ForwardDiff to 0.10 for package test, (keep existing compat) (#1908) (@github-actions[bot])
• Fix test errors with LogDensityProblemsAD >= 1.2 (#1942) (@devmotion)
• Update TuringLang homepage url (#1954) (@jamesmaino)
• CompatHelper: bump compat for MCMCChains to 6, (keep existing compat) (#1959) (@github-actions[bot])
• CompatHelper: bump compat for MCMCChains to 6 for package test, (keep existing compat) (#1960) (@github-actions[bot])