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wontfixThis will not be worked onThis will not be worked onStatus: Open.Backend counterparts
backendRelated to one or more autodiff backendsRelated to one or more autodiff backendsStatus: Open.Feature request: Coverage in DifferentiationInterfaceTest
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.Bug(Enzyme): SecondOrder(AutoEnzyme(Forward), AutoForwardDiff()) returns wrong hessian/hvp
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1018 In JuliaDiff/DifferentiationInterface.jl;Bug(Enzyme): SecondOrder(ForwardDiff, AutoEnzyme(Reverse)) silently returns 0 from second_derivative
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1017 In JuliaDiff/DifferentiationInterface.jl;Bug(ChainRules): gradient/pullback return NoTangent instead of zeros when f does not depend on x
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1016 In JuliaDiff/DifferentiationInterface.jl;Bug(GTPSA): gradient/jacobian/hessian/hvp fail and pushforward returns wrong values when f does not depend on x
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1015 In JuliaDiff/DifferentiationInterface.jl;Bug(FastDifferentiation): hessian returns wrong values when a variable appears inside a nonlinear op and as a multiplier
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1014 In JuliaDiff/DifferentiationInterface.jl;Bug(FiniteDiff): hvp accuracy under AutoFiniteDiff() defaults disagrees with hessian
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1012 In JuliaDiff/DifferentiationInterface.jl;Bug(Zygote): derivative fails when Zygote returns nothing gradient
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1011 In JuliaDiff/DifferentiationInterface.jl;Bug(Mooncake): jacobian for real→complex functions returns Float64 instead of ComplexF64
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1010 In JuliaDiff/DifferentiationInterface.jl;Bug(ForwardDiff): jacobian/derivative returns Dual numbers for real→complex functions
botIssue or PR created automatically, wait for human review before interactingIssue or PR created automatically, wait for human review before interactingStatus: Open.#1009 In JuliaDiff/DifferentiationInterface.jl;