Topics tagged autodiff

Topic	Replies	Views	Activity
Are forward-mode derivatives calculated in parallel? Machine Learning forwarddiff , autodiff	1	73	May 9, 2025
Autodifferentiation with FFT, with Enzyme? Numerics question , fftw , autodiff , enzyme	10	228	May 5, 2025
.== and .<= inside Zygote.gradient() are inaccurate on GPU General Usage gpu , cuda , flux , zygote , autodiff	10	164	April 30, 2025
Type stability of `Lux.batched_jacobian` Machine Learning question , type-stability , autodiff , lux	4	65	April 30, 2025
Enzyme custom rule alloactions Performance autodiff , allocations , enzyme	0	36	April 28, 2025
Troubles using sparse autodifferentiation General Usage autodiff	11	202	April 28, 2025
Large memory consumption when using Mooncake via DifferentiationInterface for Gaussian process optimisation General Usage question , memory-allocation , gaussian-process , autodiff	19	461	April 15, 2025
How to differentiate functions involving arrays with one non-zero element in Zygote General Usage zygote , autodiff	4	90	April 13, 2025
Enzyme with Const() on a vector throws an error Optimization (Mathematical) autodiff , enzyme	20	315	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	74	April 10, 2025
Excessive memory consumption when optimising Gaussian process regression with automatic reverse differentiation Performance question , gaussian-process , autodiff	2	77	April 7, 2025
What is the best way to implement PINN in Julia New to Julia pde , neural-network , autodiff	18	433	April 6, 2025
Automatic Differentiation of quantum master equation using Zygote Specific Domains zygote , autodiff , ordinarydiffeq	14	120	April 5, 2025
What are the effects of maxtypeoffset! and maxtypedepth! in Enzyme? Numerics question , autodiff , enzyme	0	16	March 17, 2025
Best way to prevent AD to differentiate through useless or zero gradient function Machine Learning question , differentiation , autodiff	2	147	March 13, 2025
Avoiding redundant computation when using Zygote and ForwardDiff for forward-over-reverse hessians General Usage forwarddiff , reversediff , autodiff	4	55	March 12, 2025
Forward Diff Trying to Cast Dual Type to Float64 Optimization (Mathematical) question , package , jump , forwarddiff , autodiff	6	82	March 10, 2025
Type instability for simple MLP call using ComponentArrays General Usage zygote , sciml , type-stability , neural-network , autodiff	2	61	March 6, 2025
Forward Automatic Differentiation & FFTs Numerics forwarddiff , autodiff , fft	13	326	February 22, 2025
Can Turing differentiate a truncated Poisson General Usage turing , distributions , autodiff	1	58	February 19, 2025
Difficulty when differentiating with DifferentiationInterface.jl and Mooncake.jl Numerics question , differentiation , struct , autodiff	3	128	February 17, 2025
Minimum Working Example (MWE) showing error in Universal Differential Equation (UDE) implementation Modelling & Simulations sciml , autodiff , differentialequation , lux	10	336	February 11, 2025
What is the recommended way to use Mooncake.jl? Specific Domains question , package , autodiff	1	197	February 7, 2025
Stuck differentiating through multidimensional, potentially large and stiff ODE solution Modelling & Simulations diffeq , sciml , autodiff , differentialequation , gradient	0	45	February 7, 2025
Computing ODE sensitivities with sparse Jacobians in solver Numerics diffeq , ode , sparse , autodiff	3	58	February 4, 2025
Help making ForwardDiff.derivative work Optimization (Mathematical) forwarddiff , autodiff	2	38	January 24, 2025
Automatic differentiation minisymposium at JuliaCon JuliaCon juliacon , zygote , autodiff , enzyme , minisymposium	0	156	January 23, 2025
Automatic Differentiation (AD) in Julia vs. Python (or PyTorch) Machine Learning autodiff	14	1344	January 16, 2025
Choosing a convention for complex numbers in DifferentiationInterface Machine Learning autodiff , complex-numbers , di	3	149	January 7, 2025
Kalman Filter with Enzyme General Usage autodiff , enzyme , state-space	3	356	January 3, 2025