Topics tagged differentiation

Topic	Replies	Views	Activity
Why does ForwardDiff.jl give me all-zero Jacobian matrix? General Usage question , package , differentiation , forwarddiff , autodiff	5	287	June 22, 2026
Differentiation of incomplete Beta function Numerics question , differentiation , forwarddiff	4	1111	October 5, 2025
Plugging DifferentiationInterface.jl into pytorch General Usage differentiation , python , pytorch , autodiff	5	223	September 23, 2025
Automatic differentiation of complex functions: simple workaround Specific Domains differentiation	7	2581	September 11, 2025
How should constant literals be typed in Differentiable Code? Specific Domains differentiation	0	40	August 30, 2025
Differentiation of struct based simulations and applications Specific Domains differentiation , forwarddiff , enzyme	5	247	August 5, 2025
Support for adjoint sensitivities with `SciMLStructures` in ODE problems Numerics question , differentiation , sciml , ad	2	153	July 25, 2025
Combining `SparseDiffTools.jl` and `OrdinaryDiffEq.jl` Modelling & Simulations differentiation , sparse , sciml , ordinarydiffeq	8	300	July 9, 2025
Calling C Code with Automatic Differentiation in Julia Numerics question , differentiation , c , autodiff	6	472	June 2, 2025
Best way to prevent AD to differentiate through useless or zero gradient function Machine Learning question , differentiation , autodiff	2	223	March 13, 2025
Difficulty when differentiating with DifferentiationInterface.jl and Mooncake.jl Numerics question , differentiation , struct , autodiff	3	260	February 17, 2025
Warning secondorder ADtype in optimization.jl New to Julia differentiation , optimization	3	291	November 12, 2024
Correct way of computing adjoints/gradients with dense solution of ODE Numerics differentiation , sciml , ad , differentialequation	5	271	October 31, 2024
Jacobian calculation with FastDifferentiation.jl Specific Domains differentiation	2	202	August 23, 2024
ZeroTangent definition New to Julia differentiation , chainrulescore , gradient	2	176	August 12, 2024
ForwardDiff tagcount with custom diff rules Numerics differentiation , forwarddiff	4	138	July 27, 2024
Generating finite-difference stencils Numerics differentiation	19	3926	July 23, 2024
Automatic differentiation with density matrix in yao Quantum question , differentiation , yao	9	500	June 21, 2024
GTPSA.jl: A Julia interface to the new GTPSA library for fast, high-order automatic differentiation Package Announcements package , announcement , differentiation , optimization , physics	13	1341	June 11, 2024
Optimization with LBFGS gives DimensionMismatch("dimensions must match") Optimization (Mathematical) differentiation , ode	9	1187	April 14, 2024
Is there a differentiable implementation of matrix square root? General Usage differentiation , linearalgebra , forwarddiff	5	493	March 31, 2024
What range of LinearAlgebra does Enzyme support? Numerics question , differentiation , enzyme	6	566	March 14, 2024
Forward differentiation and differential equations Modelling & Simulations diffeq , differentiation , optim , optimization	13	4636	November 7, 2023
Differentiation (Zygote, but the issue is likely in ChainRules) return different types with `Diagonal` Machine Learning differentiation , autodiff	2	231	January 10, 2024
Taking gradients of a matrix exponential New to Julia differentiation , gradient	10	1130	January 2, 2024
Creating AD-friendly functions General Usage differentiation , autodiff	2	500	June 28, 2023
Zygote.jl: How to get the gradient of sparse matrix General Usage question , package , differentiation , zygote , reversediff	11	1474	June 13, 2023
Using Flux: gradient on DifferentialEquations: solve results in an error New to Julia question , diffeq , differentiation	11	1107	May 8, 2023
Automatic differentiation in different cases Numerics differentiation , math , autodiff	2	1097	May 3, 2023
How to efficiently differentiate backslash operator for sparse matrix? Numerics differentiation , forwarddiff , sparse , juafem , finite-element	23	2903	May 1, 2023