DifferentiationInterface-v0.6.28

DifferentiationInterface DifferentiationInterface-v0.6.28

Diff since DifferentiationInterface-v0.6.27

Merged pull requests:

• docs: add page on differentiability (#665) (@gdalle)

Closed issues:

• Document what to do when differentiation fails (#59)

DifferentiationInterface-v0.6.27

DifferentiationInterface DifferentiationInterface-v0.6.27

Diff since DifferentiationInterface-v0.6.26

Merged pull requests:

• fix: handle static arrays with Mooncake (#643) (@gdalle)
• CompatHelper: add new compat entry for EnzymeCore in [weakdeps] at version 0.8 for package DifferentiationInterface, (keep existing compat) (#657) (@github-actions[bot])
• test: only run Core tests upon pkg> test (#659) (@gdalle)
• fix: handle function contexts differently from constant contexts (#660) (@gdalle)

Closed issues:

• Mooncake Backend doesn't handle functions with StaticArrays output (#642)

DifferentiationInterface-v0.6.26

DifferentiationInterface DifferentiationInterface-v0.6.26

Diff since DifferentiationInterface-v0.6.25

Merged pull requests:

• fix: better handling of Enzyme split mode + run Enzyme tests on 1.11 (#654) (@gdalle)
• fix: replace MissingBackendError with error hint (#656) (@gdalle)

DifferentiationInterface-v0.6.25

DifferentiationInterface DifferentiationInterface-v0.6.25

Diff since DifferentiationInterface-v0.6.24

Merged pull requests:

• chore: get rid of implicit imports and clarify extension imports (#649) (@gdalle)
• docs: specify complex number support and same type preparation (#651) (@gdalle)
• chore: CompatHelper: add new compat entry for DiffResults in [weakdeps] at version 1 for package DifferentiationInterface, (keep existing compat) (#653) (@github-actions[bot])
• test: make CI faster (#655) (@gdalle)

Closed issues:

• clarify: calling prepared with different x type (#633)
• Explicit imports in DIT (#637)
• Check that all exported names have docstrings (#638)
• undef appeared during prepre_jacobian for Dual of BigFloat (#650)
• ForwardDiff tagging errors with MarginalLogDensities (#652)

DifferentiationInterfaceTest-v0.9.1

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.9.1

Diff since DifferentiationInterfaceTest-v0.9.0

Merged pull requests:

• Mooncake Upgrades (#645) (@willtebbutt)
• Relax type annotations in sparse prep (#647) (@ErikQQY)
• chore: bump DI version to 0.6.24 (#648) (@gdalle)
• chore: get rid of implicit imports and clarify extension imports (#649) (@gdalle)
• docs: specify complex number support and same type preparation (#651) (@gdalle)

Closed issues:

• clarify: calling prepared with different x type (#633)
• Check that all exported names have docstrings (#638)
• prepare_jacobian error for OOP function with type unspecified output (#641)
• undef appeared during prepre_jacobian for Dual of BigFloat (#650)

DifferentiationInterface-v0.6.24

DifferentiationInterface DifferentiationInterface-v0.6.24

Diff since DifferentiationInterface-v0.6.23

Merged pull requests:

• feat: customizable DIT benchmarks (#636) (@gdalle)
• fix: enable arbitrary benchmark aggregations (#639) (@gdalle)
• test: check docstrings (#640) (@gdalle)
• Mooncake Upgrades (#645) (@willtebbutt)
• Relax type annotations in sparse prep (#647) (@ErikQQY)
• chore: bump DI version to 0.6.24 (#648) (@gdalle)

Closed issues:

• Add Reactant (#265)
• Better HVP for PolyesterForwardDiff (#609)
• Allow benchmark_differentiation to (also) record the mean time (#622)
• value_and_jacobian inference problem with AutoForwardDiff (#632)
• prepare_jacobian error for OOP function with type unspecified output (#641)

DifferentiationInterfaceTest-v0.9.0

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.9.0

Diff since DifferentiationInterfaceTest-v0.8.4

Merged pull requests:

• Mixed-mode sparse Jacobians (#554) (@gdalle)
• fix: improve ForwardDiff tagging for HVP (#596) (@gdalle)
• docs: revamp contributing guidelines (#601) (@gdalle)
• chore: replace "gdalle" with "JuliaDiff" (#602) (@gdalle)
• fix: remove ambiguity in BatchSizeSettings with PolyesterForwardDiff (#606) (@gdalle)
• CompatHelper: bump compat for Functors in [weakdeps] to 0.5 for package DifferentiationInterfaceTest, (keep existing compat) (#608) (@github-actions[bot])
• fix: use PolyesterForwardDiff's inner gradient in its HVP (#610) (@gdalle)
• chore: add TagBot action (#611) (@gdalle)
• fix: correct interpretation for compile with AutoReverseDiff (#613) (@gdalle)
• test: set up buildkite for GPU testing (#617) (@gdalle)
• test: more precise display in correctness tests for seeded operators (#618) (@gdalle)
• perf: check mutability of array before preallocating dual buffer (#619) (@gdalle)
• CompatHelper: bump compat for JLArrays in [weakdeps] to 0.2 for package DifferentiationInterfaceTest, (keep existing compat) (#621) (@github-actions[bot])
• refactor!: remove randomness in scenario creation (#623) (@gdalle)
• Fix tutorial typo (#625) (@penelopeysm)
• chore: Bump codecov/codecov-action from 4 to 5 (#626) (@dependabot[bot])
• test: don't test Diffractor (currently broken) (#627) (@gdalle)
• fix: replace use of undocumented AutoForwardDiff constructor (#629) (@gdalle)
• fix: disable ForwardDiff tag checking with custom backend tags (#631) (@gdalle)
• feat: customizable DIT benchmarks (#636) (@gdalle)
• fix: enable arbitrary benchmark aggregations (#639) (@gdalle)
• test: check docstrings (#640) (@gdalle)

Closed issues:

• Add Reactant (#265)
• GitHub actions cost (#390)
• Mixed mode Jacobian (#529)
• Error in ForwardDiff tagging (#594)
• Breaking older Julia in downstream packages (#597)
• ambiguous BatchSizeSettings for PolyesterForwardDiff (#605)
• Better HVP for PolyesterForwardDiff (#609)
• TagBot trigger issue (#612)
• Error with Constant Output on Zygote (#614)
• Allow benchmark_differentiation to (also) record the mean time (#622)
• Remove undocumented ADTypes constructors (#628)
• ForwardDiff Tag from prepare_jacobian not being applied to function in jacobian! (#630)
• value_and_jacobian inference problem with AutoForwardDiff (#632)

DifferentiationInterface-v0.6.23

DifferentiationInterface DifferentiationInterface-v0.6.23

Diff since DifferentiationInterface-v0.6.22

Merged pull requests:

• perf: check mutability of array before preallocating dual buffer (#619) (@gdalle)
• CompatHelper: bump compat for JLArrays in [weakdeps] to 0.2 for package DifferentiationInterfaceTest, (keep existing compat) (#621) (@github-actions[bot])
• refactor!: remove randomness in scenario creation (#623) (@gdalle)
• Fix tutorial typo (#625) (@penelopeysm)
• chore: Bump codecov/codecov-action from 4 to 5 (#626) (@dependabot[bot])
• test: don't test Diffractor (currently broken) (#627) (@gdalle)
• fix: replace use of undocumented AutoForwardDiff constructor (#629) (@gdalle)
• fix: disable ForwardDiff tag checking with custom backend tags (#631) (@gdalle)

Closed issues:

• Error in ForwardDiff tagging (#594)
• Remove undocumented ADTypes constructors (#628)
• ForwardDiff Tag from prepare_jacobian not being applied to function in jacobian! (#630)

DifferentiationInterface-v0.6.22

DifferentiationInterface DifferentiationInterface-v0.6.22

Diff since DifferentiationInterface-v0.6.21

Merged pull requests:

• Mixed-mode sparse Jacobians (#554) (@gdalle)
• test: set up buildkite for GPU testing (#617) (@gdalle)
• test: more precise display in correctness tests for seeded operators (#618) (@gdalle)

Closed issues:

• GitHub actions cost (#390)
• Mixed mode Jacobian (#529)

DifferentiationInterface-v0.6.21

DifferentiationInterface DifferentiationInterface-v0.6.21

Diff since DifferentiationInterface-v0.6.20

Merged pull requests:

• chore: add TagBot action (#611) (@gdalle)
• fix: correct interpretation for compile with AutoReverseDiff (#613) (@gdalle)

Closed issues:

• TagBot trigger issue (#612)