Topics tagged autodiff

Topic	Replies	Views	Activity
AD of UDEs - how to set it up? Modelling & Simulations diffeq , sciml , autodiff	13	266	October 31, 2025
Computing Hessian of the Langrangian efficiently with DI.jl Optimization (Mathematical) optimization , autodiff	11	167	October 30, 2025
New "easy rule" system for Enzyme Machine Learning autodiff , enzyme , chainrules	4	155	October 29, 2025
Preserving ComponentArray structure with DifferentiationInterface General Usage question , autodiff , dsge	2	62	October 23, 2025
Make mutating function more AD-friendly Performance tullio , autodiff , enzyme	10	235	October 23, 2025
Integrals.jl & Zygote not working on 1.12 General Usage zygote , sciml , autodiff	1	149	October 16, 2025
Speeding up per-sample gradients? Machine Learning question , autodiff	25	1471	October 7, 2025
KernelAbstractions + Enzyme - how to do GPU-side autodiff? GPU question , autodiff , enzyme	1	89	September 25, 2025
What is the correct way to autodiff a simple CUDA kernel using Reactant.jl and Enzyme.jl Machine Learning question , package , autodiff , reactant	20	293	September 23, 2025
Plugging DifferentiationInterface.jl into pytorch General Usage differentiation , python , pytorch , autodiff	5	143	September 23, 2025
How to debug ODE model aborting midway on sensitivity computation Numerics diffeq , forwarddiff , sciml , autodiff	9	231	September 15, 2025
Autodifferentiation with FFT, with Enzyme? Numerics question , fftw , autodiff , enzyme	13	542	September 9, 2025
Using Julia autodiff code from python with JAX New to Julia python , autodiff	11	321	September 2, 2025
DifferentiationInterface do-block best practices Numerics question , autodiff	1	93	July 28, 2025
Reusing variables with Zygote? Specific Domains package , zygote , autodiff	0	60	July 5, 2025
Batched Hessian-Vector Product (on the GPU) GPU question , cuda , autodiff	0	49	July 1, 2025
How to forward differentiate a complex function? General Usage question , forwarddiff , autodiff , complex-numbers	19	447	June 24, 2025
Type stability of `Lux.batched_jacobian` Machine Learning question , type-stability , autodiff , lux	5	135	June 10, 2025
Calling C Code with Automatic Differentiation in Julia Numerics question , differentiation , c , autodiff	6	388	June 2, 2025
Passing a Cache to optimization function Optimization (Mathematical) optimization , autodiff , enzyme	21	399	May 29, 2025
AD of LoopVectorization with Zygote? General Usage question , package , autodiff	2	176	May 28, 2025
DiffMatic.jl: Symbolic differentiation of vector/matrix/tensor expressions Package Announcements autodiff	1	335	May 26, 2025
Enzyme.jl Critical Issues with Basic Arithmetic Operations in Automatic Differentiation Numerics autodiff , enzyme	7	351	May 26, 2025
Enzyme reverse mode not working Optimization (Mathematical) autodiff , enzyme	4	121	May 23, 2025
Hessian is not jacobian-compose-gradient in Symbolics.jl General Usage question , symbolics , autodiff	4	124	May 13, 2025
Are forward-mode derivatives calculated in parallel? Machine Learning forwarddiff , autodiff	1	111	May 9, 2025
.== and .<= inside Zygote.gradient() are inaccurate on GPU General Usage gpu , cuda , flux , zygote , autodiff	10	246	April 30, 2025
Enzyme custom rule alloactions Performance autodiff , allocations , enzyme	0	54	April 28, 2025
Troubles using sparse autodifferentiation General Usage autodiff	11	265	April 28, 2025
Large memory consumption when using Mooncake via DifferentiationInterface for Gaussian process optimisation General Usage question , memory-allocation , gaussian-process , autodiff	19	598	April 15, 2025