Topics tagged ad

Topic	Replies	Views	Activity
Correct way of computing adjoints/gradients with dense solution of ODE Numerics differentiation , sciml , ad , differentialequation	5	100	October 31, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1240	October 8, 2024
Nested and different AD methods altogether: How to add AD calculations inside my loss function when using neural differential equations? Machine Learning sciml , ad , neural-network , differentialequation	9	873	September 28, 2024
Best/simplest way to calculate sparse Hessian General Usage sparse , ad	4	1037	June 10, 2024
How to: High-performance differentiable programming with broad AD-library support? Performance zygote , forwarddiff , reversediff , ad	13	521	May 6, 2024
Nested AD with Lux etc Machine Learning ad	26	1115	May 1, 2024
Allocation-free higher-order derivatives of R^n->R Numerics question , ad	4	214	April 12, 2024
ForwardDiff.jl returns NaNs for calculating gradient of simulation model Probabilistic programming forwarddiff , bayesian-inference , ad	2	280	February 8, 2024
How to do gradient clipping in Julia for large for loops General Usage ad , autodiff	3	248	January 18, 2024
Zygote error when using Nonconvex.jl: Mutating arrays is not supported Optimization (Mathematical) optimization , zygote , ad	2	348	December 3, 2023
Cannot ForwardDiff through linear least squares via QR Specific Domains forwarddiff , qr , ad	6	357	September 27, 2023
How efficient is the automatic differentation and optimization in comparison to PyTorch Machine Learning zygote , ad	6	1000	August 16, 2023
Simple function using Zygote gradient is type-unstable New to Julia zygote , ad	9	354	July 16, 2023
Differentiating Jacobian-vector product for sliced score matching? Machine Learning flux , zygote , ad	18	503	June 29, 2023
Log automatic selection of sensitivity algorithm Machine Learning sciml , ad , diffeqflux	1	200	June 22, 2023
Hessian of a buffer array in Zygote General Usage zygote , ad	0	197	June 12, 2023
Using Enzyme with DE.jl General Usage ad , differentialequation , enzyme	3	633	March 10, 2023
Rodas4 (crashes) versus Tsit5 (works) General Usage diffeq , ad	10	500	March 2, 2023
Zygote calculate adjoint only for one of several arguments Specific Domains zygote , ad	5	768	January 9, 2023
Idea to make Zygote support mutation in easy cases Machine Learning zygote , ad	6	433	December 27, 2022
Non-Zygote autodiff through a FFT-based poisson solver? Numerics fftw , ad , autodiff , complex-numbers	3	501	December 14, 2022
Open discussion on the state of differentiable physics in Julia Community sciml , ad , dp	9	6705	August 15, 2022
Automatic differentiation and Trapz Optimization (Mathematical) ad	10	663	June 18, 2022
Gradient of a gradient of a FastChain General Usage question , zygote , ad , neural-network	19	2264	February 8, 2022
Zygote: Differentiate over Zygote operation? Numerics differentiation , zygote , ad	4	654	November 16, 2021
Turing MethodError with reversediff but not with forwarddiff General Usage question , ode , turing , ad	2	633	August 3, 2021
Extending AD to JuliaImages Visualization images , flux , zygote , ad	0	421	June 6, 2021
GalacticOptim trips over boundary conditions in DiffEqOperators Modelling & Simulations diffeq , flux , sciml , ad	2	650	February 11, 2021
ReverseDiff.jl gives zeros when using fill Specific Domains reversediff , ad , automatic	1	416	February 1, 2021