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)

v0.31.0

Turing v0.31.0

Diff since v0.30.9

Merged pull requests:

• Bump DynamicPPL to v0.25 (#2197) (@torfjelde)

v0.30.9

Turing v0.30.9

Diff since v0.30.8

New features

• Turing.Experimental module where more experimental features will go, with the aim of eventually making its way into Turing proper.
• Turing.Experimental.Gibbs is a new implementation of the Gibbs sampler which provides much greater flexibility specifying which variables should use which sampler. Note that this is in the Turing.Experimental module, and thus will be prone to changes.

Merged pull requests:

• New Gibbs sampler using condition (#2099) (@torfjelde)