Topics tagged autodiff

Topic	Replies	Views	Activity
Type stability of `Lux.batched_jacobian` Machine Learning question , type-stability , autodiff , lux	5	88	June 10, 2025
Calling C Code with Automatic Differentiation in Julia Numerics question , differentiation , c , autodiff	6	298	June 2, 2025
Passing a Cache to optimization function Optimization (Mathematical) optimization , autodiff , enzyme	21	288	May 29, 2025
AD of LoopVectorization with Zygote? General Usage question , package , autodiff	2	153	May 28, 2025
DiffMatic.jl: Symbolic differentiation of vector/matrix/tensor expressions Package Announcements autodiff	1	280	May 26, 2025
Enzyme.jl Critical Issues with Basic Arithmetic Operations in Automatic Differentiation Numerics autodiff , enzyme	7	266	May 26, 2025
Enzyme reverse mode not working Optimization (Mathematical) autodiff , enzyme	4	95	May 23, 2025
Hessian is not jacobian-compose-gradient in Symbolics.jl General Usage question , symbolics , autodiff	4	101	May 13, 2025
Are forward-mode derivatives calculated in parallel? Machine Learning forwarddiff , autodiff	1	96	May 9, 2025
Autodifferentiation with FFT, with Enzyme? Numerics question , fftw , autodiff , enzyme	10	257	May 5, 2025
.== and .<= inside Zygote.gradient() are inaccurate on GPU General Usage gpu , cuda , flux , zygote , autodiff	10	178	April 30, 2025
Enzyme custom rule alloactions Performance autodiff , allocations , enzyme	0	40	April 28, 2025
Troubles using sparse autodifferentiation General Usage autodiff	11	216	April 28, 2025
Large memory consumption when using Mooncake via DifferentiationInterface for Gaussian process optimisation General Usage question , memory-allocation , gaussian-process , autodiff	19	473	April 15, 2025
How to differentiate functions involving arrays with one non-zero element in Zygote General Usage zygote , autodiff	4	92	April 13, 2025
Enzyme with Const() on a vector throws an error Optimization (Mathematical) autodiff , enzyme	20	336	April 10, 2025
Why does forward diff yield totally different gradients compared to my manual perturbation General Usage question , package , forwarddiff , autodiff , uncertainty-quantifi	1	77	April 10, 2025
Excessive memory consumption when optimising Gaussian process regression with automatic reverse differentiation Performance question , gaussian-process , autodiff	2	84	April 7, 2025
What is the best way to implement PINN in Julia New to Julia pde , neural-network , autodiff	18	462	April 6, 2025
Automatic Differentiation of quantum master equation using Zygote Specific Domains zygote , autodiff , ordinarydiffeq	14	141	April 5, 2025
What are the effects of maxtypeoffset! and maxtypedepth! in Enzyme? Numerics question , autodiff , enzyme	0	17	March 17, 2025
Best way to prevent AD to differentiate through useless or zero gradient function Machine Learning question , differentiation , autodiff	2	163	March 13, 2025
Avoiding redundant computation when using Zygote and ForwardDiff for forward-over-reverse hessians General Usage forwarddiff , reversediff , autodiff	4	58	March 12, 2025
Forward Diff Trying to Cast Dual Type to Float64 Optimization (Mathematical) question , package , jump , forwarddiff , autodiff	6	84	March 10, 2025
Type instability for simple MLP call using ComponentArrays General Usage zygote , sciml , type-stability , neural-network , autodiff	2	63	March 6, 2025
Forward Automatic Differentiation & FFTs Numerics forwarddiff , autodiff , fft	13	348	February 22, 2025
Can Turing differentiate a truncated Poisson General Usage turing , distributions , autodiff	1	59	February 19, 2025
Difficulty when differentiating with DifferentiationInterface.jl and Mooncake.jl Numerics question , differentiation , struct , autodiff	3	133	February 17, 2025
Minimum Working Example (MWE) showing error in Universal Differential Equation (UDE) implementation Modelling & Simulations sciml , autodiff , differentialequation , lux	10	339	February 11, 2025
What is the recommended way to use Mooncake.jl? Specific Domains question , package , autodiff	1	218	February 7, 2025