v0.33.0

Turing v0.33.0

Diff since v0.32.3

Merged pull requests:

• Reenable PriorContext for Optimization (#2165) (@alyst)
• Optimization improvements (#2221) (@mhauru)
• Test restructuring (#2237) (@mhauru)
• Update Project.toml (#2244) (@yebai)
• CompatHelper: bump compat for OptimizationOptimJL to 0.3 for package test, (keep existing compat) (#2246) (@github-actions[bot])
• Restore compat with ADTypes v0.2. Make AutoTapir export conditional. (#2252) (@mhauru)
• ADTypes v0.2 compatibility for test restructuring (#2253) (@mhauru)

Closed issues:

• refactor tests into multiple Github CI steps (#2179)
• Dependent uniform variables not working correctly (#2245)
• Compat issue (#2251)

v0.32.3

Turing v0.32.3

Diff since v0.32.2

Merged pull requests:

• Drop support for ADTypes 0.2 (#2243) (@yebai)

v0.32.2

Turing v0.32.2

Diff since v0.32.1

Merged pull requests:

• Fix missing AutoTapir (#2242) (@yebai)

v0.32.1

Turing v0.32.1

Diff since v0.32.0

Merged pull requests:

• Re-export certain functionality from DynamicPPL (#2217) (@torfjelde)
• Export adtype AutoTapir (#2236) (@yebai)

Closed issues:

• Rendering issue on prob PCA tutorial (#2111)
• Broken links on the website (#2154)
• LaTeX not rendering properly on PCA tutorial (#2185)
• Maths not displayed in variational inference writeup (#2222)

v0.32.0

Turing v0.32.0

Diff since v0.31.5

Merged pull requests:

• Fixes to AD backend usage in externalsampler (#2223) (@torfjelde)
• Bump DPPL version to 0.27 (#2225) (@torfjelde)

v0.31.5

Turing v0.31.5

Diff since v0.31.4

Merged pull requests:

• Fix for optimize and := (#2224) (@torfjelde)

Closed issues:

• Issues with constrained parameters depending on each other (#2195)

v0.31.4

Turing v0.31.4

Diff since v0.31.3

Features

• It is now possible to use := to track deterministic quantities in the model.

Merged pull requests:

• Use values_as_in_model to extract the parameters from a Transition (#2202) (@torfjelde)

Closed issues:

• Problems with deterministic distribution (#1335)
• Zygote's compilation scales badly with the number of ~ statements (#1754)
• New Gibbs sampler based on SimpleVarInfo. (#1904)
• LKJCholesky returns a Union (#2102)
• ADVI is not up-to-date on the AD side (#2186)
• Model fails with an autograd error (#2189)
• Why are we passing chunksize=0 to AutoForwardDiff rather than using default? (#2203)

v0.31.3

Turing v0.31.3

Diff since v0.31.2

Merged pull requests:

• Bump ADTypes compat entry to include version 1 (#2209) (@torfjelde)

v0.31.2

Turing v0.31.2

Diff since v0.31.1

Merged pull requests:

• CompatHelper: bump compat for ADTypes to 1, (keep existing compat) (#2200) (@github-actions[bot])
• Improvements to externalsampler (#2204) (@torfjelde)
• Revert "CompatHelper: bump compat for ADTypes to 1, (keep existing compat)" (#2207) (@torfjelde)
• Bump AdvancedPS version to 0.6.0 (#2210) (@THargreaves)

v0.31.1

Turing v0.31.1

Diff since v0.31.0

Merged pull requests:

• Fix for #2205 (#2206) (@torfjelde)

Closed issues:

• ADVI errors for conditioned problems (#2205)