DifferentiationInterfaceTest-v0.9.2

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.9.2

Diff since DifferentiationInterfaceTest-v0.9.1

Merged pull requests:

• fix: handle static arrays with Mooncake (#643) (@gdalle)
• chore: CompatHelper: add new compat entry for DiffResults in [weakdeps] at version 1 for package DifferentiationInterface, (keep existing compat) (#653) (@github-actions[bot])
• fix: better handling of Enzyme split mode + run Enzyme tests on 1.11 (#654) (@gdalle)
• test: make CI faster (#655) (@gdalle)
• fix: replace MissingBackendError with error hint (#656) (@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)
• adapt to Flux v0.16 (#661) (@CarloLucibello)
• docs: add page on differentiability (#665) (@gdalle)
• fix: check nothing output for Zygote (#667) (@gdalle)
• fix: disallow complex basis vectors for now (#669) (@gdalle)
• CompatHelper: bump compat for Zygote in [weakdeps] to 0.7 for package DifferentiationInterface, (keep existing compat) (#670) (@github-actions[bot])
• CompatHelper: bump compat for Zygote in [weakdeps] to 0.7 for package DifferentiationInterfaceTest, (keep existing compat) (#671) (@github-actions[bot])
• feat: access overloaded inputs from preparation result (#672) (@ErikQQY)
• fix: unthunk ChainRules pullback outputs (#674) (@gdalle)
• feat: allow and test holomorphic derivatives (#687) (@gdalle)
• fix: skip matrix tests with fastdifferentiation (#689) (@gdalle)
• docs: add mixed-mode explanations (#690) (@gdalle)
• fix: simplify basis (#692) (@gdalle)

Closed issues:

• Document what to do when differentiation fails (#59)
• Split reverse mode for mutating functions is full of traps (#142)
• Add common interface to mark functions as non-differentiable across backends (#415)
• Scenarios changing during Flux testing (#488)
• Multiple active arguments? (#508)
• Possible way out of dependency hell? (#509)
• Explicit imports in DIT (#637)
• Common interface for rule definition (#644)
• ForwardDiff tagging errors with MarginalLogDensities (#652)
• Failure to handle nothing output from Zygote.jl (#662)
• Add API for overloaded inputs (#668)
• Performance issue with mixed mode Jacobian (#684)
• Specify known sparsity pattern in mixed mode Jacobian (#686)
• Overload basis and other functions for nested backend objects (#691)

DifferentiationInterface-v0.6.31

DifferentiationInterface DifferentiationInterface-v0.6.31

Diff since DifferentiationInterface-v0.6.30

Merged pull requests:

• feat: allow and test holomorphic derivatives (#687) (@gdalle)
• fix: skip matrix tests with fastdifferentiation (#689) (@gdalle)
• docs: add mixed-mode explanations (#690) (@gdalle)
• fix: simplify basis (#692) (@gdalle)

Closed issues:

• Split reverse mode for mutating functions is full of traps (#142)
• Add common interface to mark functions as non-differentiable across backends (#415)
• Scenarios changing during Flux testing (#488)
• Multiple active arguments? (#508)
• Possible way out of dependency hell? (#509)
• Common interface for rule definition (#644)
• Performance issue with mixed mode Jacobian (#684)
• Specify known sparsity pattern in mixed mode Jacobian (#686)
• Overload basis and other functions for nested backend objects (#691)

DifferentiationInterface-v0.6.30

DifferentiationInterface DifferentiationInterface-v0.6.30

Diff since DifferentiationInterface-v0.6.29

Merged pull requests:

• feat: access overloaded inputs from preparation result (#672) (@ErikQQY)

Closed issues:

• Add API for overloaded inputs (#668)

DifferentiationInterface-v0.6.29

DifferentiationInterface DifferentiationInterface-v0.6.29

Diff since DifferentiationInterface-v0.6.28

Merged pull requests:

• adapt to Flux v0.16 (#661) (@CarloLucibello)
• fix: check nothing output for Zygote (#667) (@gdalle)
• fix: disallow complex basis vectors for now (#669) (@gdalle)
• CompatHelper: bump compat for Zygote in [weakdeps] to 0.7 for package DifferentiationInterface, (keep existing compat) (#670) (@github-actions[bot])
• CompatHelper: bump compat for Zygote in [weakdeps] to 0.7 for package DifferentiationInterfaceTest, (keep existing compat) (#671) (@github-actions[bot])
• fix: unthunk ChainRules pullback outputs (#674) (@gdalle)

Closed issues:

• Failure to handle nothing output from Zygote.jl (#662)

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)