Topics tagged differentiation

Topic	Replies	Views	Activity
Difficulty when differentiating with DifferentiationInterface.jl and Mooncake.jl Numerics question , differentiation , struct , autodiff	3	92	February 17, 2025
Warning secondorder ADtype in optimization.jl New to Julia differentiation , optimization	3	81	November 12, 2024
Correct way of computing adjoints/gradients with dense solution of ODE Numerics differentiation , sciml , ad , differentialequation	5	115	October 31, 2024
Jacobian calculation with FastDifferentiation.jl Specific Domains differentiation	2	153	August 23, 2024
ZeroTangent definition New to Julia differentiation , chainrulescore , gradient	2	115	August 12, 2024
ForwardDiff tagcount with custom diff rules Numerics differentiation , forwarddiff	4	52	July 27, 2024
Generating finite-difference stencils Numerics differentiation	19	3288	July 23, 2024
Automatic differentiation with density matrix in yao Quantum question , differentiation , yao	9	337	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	1110	June 11, 2024
Optimization with LBFGS gives DimensionMismatch("dimensions must match") Optimization (Mathematical) differentiation , ode	9	1049	April 14, 2024
Is there a differentiable implementation of matrix square root? General Usage differentiation , linearalgebra , forwarddiff	5	381	March 31, 2024
What range of LinearAlgebra does Enzyme support? Numerics question , differentiation , enzyme	6	439	March 14, 2024
Forward differentiation and differential equations Modelling & Simulations diffeq , differentiation , optim , optimization	13	4401	November 7, 2023
Differentiation (Zygote, but the issue is likely in ChainRules) return different types with `Diagonal` Machine Learning differentiation , autodiff	2	175	January 10, 2024
Taking gradients of a matrix exponential New to Julia differentiation , gradient	10	898	January 2, 2024
Automatic differentiation of complex functions: simple workaround Specific Domains differentiation	6	2207	October 7, 2023
Creating AD-friendly functions General Usage differentiation , autodiff	2	441	June 28, 2023
Zygote.jl: How to get the gradient of sparse matrix General Usage question , package , differentiation , zygote , reversediff	11	1309	June 13, 2023
Using Flux: gradient on DifferentialEquations: solve results in an error New to Julia question , diffeq , differentiation	11	964	May 8, 2023
Automatic differentiation in different cases Numerics differentiation , math , autodiff	2	937	May 3, 2023
How to efficiently differentiate backslash operator for sparse matrix? Numerics differentiation , forwarddiff , sparse , juafem , finite-element	23	2636	May 1, 2023
Does Zygote differentiate symbolically? Machine Learning question , differentiation , zygote	27	1414	April 18, 2023
How to differentiate through the ODE solver (Discretize-then-Optimize)? Modelling & Simulations package , differentiation , differentialequation	1	1165	February 25, 2023
[ANN] ModelWrappers.jl - Flatten/Unflatten your Model Parameter in an Automatic Differentiation friendly way Package Announcements differentiation , bayesian-inference , modelling	1	309	February 10, 2023
Inconsistency in derivative computation in Symbolics.jl General Usage differentiation , symbolics	1	289	December 20, 2022
T Distribution - Automatic Differentiation on quantile and cdf function General Usage differentiation , forwarddiff , distributions , autodiff	9	618	November 7, 2022
How to compute hessian of simulated mle General Usage differentiation , optim , optimization , simulations , gradient	7	766	September 30, 2022
Gradient vector of a matrix of geographical extent General Usage differentiation , calculus , gradient	3	482	September 19, 2022
Numerical or Auto Differentiation Noob question General Usage differentiation	3	603	August 16, 2022
How to implment `logsumexp` function in JuMP? Optimization (Mathematical) jump , differentiation , autodiff	7	744	July 18, 2022