v0.15.9

Bijectors v0.15.9

Diff since v0.15.8

This patch fixes a precompilation error on BijectorsMooncakeExt for Mooncake > 0.4.147.

Merged pull requests:

• fixes for Mooncake 0.4.147 (#403) (@penelopeysm)

v0.15.8

Bijectors v0.15.8

Diff since v0.15.7

This patch includes numerical stability fixes for LKJCholesky linking. It should make it much more possible to sample from LKJCholesky distributions with Hamiltonian Monte Carlo methods.

Merged pull requests:

• Cholesky numerical stability: Forward transform (#357) (@penelopeysm)
• CompatHelper: bump compat for AdvancedHMC to 0.8 for package test, (keep existing compat) (#389) (@github-actions[bot])
• Update README.md (#390) (@AoifeHughes)
• Remove Zygote dependency and update documentation for ForwardDiff integration (#393) (@AoifeHughes)
• Add buildkite pipeline file (#394) (@sunxd3)

v0.15.7

Bijectors v0.15.7

Diff since v0.15.6

Added compatibility with ForwardDiff@1.

Merged pull requests:

• add ForwardDiff@1 (#378) (@penelopeysm)
• Replace mentions of stack with Stacked in docs (#381) (@mhauru)
• Enable doctests (#382) (@mhauru)
• CompatHelper: add new compat entry for Documenter at version 1 for package test, (keep existing compat) (#385) (@github-actions[bot])
• CompatHelper: add new compat entry for StableRNGs at version 1 for package test, (keep existing compat) (#386) (@github-actions[bot])

Closed issues:

• Error of Example in Documentation of Stacked (#380)

v0.15.6

Bijectors v0.15.6

Diff since v0.15.5

Improved the numerical stability of the inverse transform for LKJCholesky

Merged pull requests:

• Implement logabsdetjac for Inverse{<:TruncatedBijector} for better numerical stability (#325) (@acertain)
• Cholesky numerical stability: inverse transform (#356) (@penelopeysm)
• CompatHelper: bump compat for AdvancedHMC to 0.7 for package test, (keep existing compat) (#369) (@github-actions[bot])
• Fix Enzyme interface (#372) (@yebai)

Closed issues:

• Document new interface (#34)

v0.15.5

Bijectors v0.15.5

Diff since v0.15.4

This release added a new package extension to Bijectors.jl that is loaded when ReverseDiff and ChainRules are both loaded. This fixes a bug when using ReverDiff with Bijectors involving PDVecBijector.

Merged pull requests:

• Documentation and Turing Navigation CI improvement (#364) (@shravanngoswamii)
• Add ChainRules to Bijectors weak dependencies (#366) (@sunxd3)
• Bump Julia compat to 1.10.8 (#368) (@penelopeysm)

Closed issues:

• Bijectors.with_logabsdet_jacobian on Bijectors.inverse(Bijectors.PDVecBijector()) with ReverseDiff errors (#365)
• 1.10.0 CI failing (#367)

v0.15.4

Bijectors v0.15.4

Diff since v0.15.3

Fix a bug that affected the Stacked bijector when using Zygote.

Merged pull requests:

• Remove incorrect mapvcat Zygote adjoint (#362) (@mhauru)

Closed issues:

• Zygote is broken for Stacked transformations (#361)

v0.15.3

Bijectors v0.15.3

Diff since v0.15.2

• Extended Zygote.jl compat entry to include 0.7

Merged pull requests:

• CompatHelper: bump compat for Zygote in [weakdeps] to 0.7, (keep existing compat) (#358) (@github-actions[bot])
• Use DOCUMENTER_KEY for CompatHelper (#360) (@penelopeysm)

Closed issues:

• Related packages (#1)
• Add numerical tests to transformations (#5)
• Nested transformation with Shift does not work for Matrix output (#191)
• Zygote error differentiating Coupling (#203)

v0.15.2

Bijectors v0.15.2

Diff since v0.15.1

Merged pull requests:

• Fix infinite recursion in CorrBijector/VecCorrBijector (#355) (@penelopeysm)

Closed issues:

• StackOverflow on calling inverse VecCorrBijector with a multidimensional array (#320)

v0.15.1

Bijectors v0.15.1

Diff since v0.15.0

Merged pull requests:

• Fix for some type instabilities (#354) (@torfjelde)

Closed issues:

• TruncatedBijectors not defined in Distributions extension (#298)

v0.15.0

Bijectors v0.15.0

Diff since v0.14.2

Merged pull requests:

• Explicit Enzyme rules on Enzyme 0.13 (#350) (@devmotion)
• Bump actions/checkout from 2 to 4 (#352) (@dependabot[bot])
• Bump minor version to 0.15 (#353) (@mhauru)

Closed issues:

• Re-introducing Enzyme support on Julia 1.11 (#339)
• Reimplement find_alpha Enzyme rules, perhaps in EnzymeRootsExt instead (#348)