Topics tagged ad

Topic	Replies	Views	Activity
Implicit differentiation of rootfinding problem (w/ numerical issues) Numerics question , ad , implicit-equation	13	185	February 26, 2025
Differentiating through non-negative least squares solver? Numerics optimization , ad	9	249	February 19, 2025
ExaModels optimizer API for JuMP has convergence issue Optimization (Mathematical) ad	5	83	February 19, 2025
Errors when running a Universal Differential Equation (UDE) New to Julia ode , optimization , ad , lux	8	260	February 8, 2025
Solver and AD advice for nonlinear LS problem Optimization (Mathematical) question , multithreading , ad , preallocation	5	123	January 21, 2025
Help with nested ForwardDiff.jl calculation General Usage forwarddiff , ad	1	70	November 26, 2024
Correct way of computing adjoints/gradients with dense solution of ODE Numerics differentiation , sciml , ad , differentialequation	5	119	October 31, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1309	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	942	September 28, 2024
Best/simplest way to calculate sparse Hessian General Usage sparse , ad	4	1049	June 10, 2024
How to: High-performance differentiable programming with broad AD-library support? Performance zygote , forwarddiff , reversediff , ad	13	571	May 6, 2024
Nested AD with Lux etc Machine Learning ad	26	1187	May 1, 2024
Allocation-free higher-order derivatives of R^n->R Numerics question , ad	4	217	April 12, 2024
ForwardDiff.jl returns NaNs for calculating gradient of simulation model Probabilistic programming forwarddiff , bayesian-inference , ad	2	299	February 8, 2024
How to do gradient clipping in Julia for large for loops General Usage ad , autodiff	3	256	January 18, 2024
Zygote error when using Nonconvex.jl: Mutating arrays is not supported Optimization (Mathematical) optimization , zygote , ad	2	359	December 3, 2023
Cannot ForwardDiff through linear least squares via QR Specific Domains forwarddiff , qr , ad	6	362	September 27, 2023
How efficient is the automatic differentation and optimization in comparison to PyTorch Machine Learning zygote , ad	6	1019	August 16, 2023
Simple function using Zygote gradient is type-unstable New to Julia zygote , ad	9	365	July 16, 2023
Differentiating Jacobian-vector product for sliced score matching? Machine Learning flux , zygote , ad	18	513	June 29, 2023
Log automatic selection of sensitivity algorithm Machine Learning sciml , ad , diffeqflux	1	202	June 22, 2023
Hessian of a buffer array in Zygote General Usage zygote , ad	0	198	June 12, 2023
Using Enzyme with DE.jl General Usage ad , differentialequation , enzyme	3	669	March 10, 2023
Rodas4 (crashes) versus Tsit5 (works) General Usage diffeq , ad	10	505	March 2, 2023
Zygote calculate adjoint only for one of several arguments Specific Domains zygote , ad	5	770	January 9, 2023
Idea to make Zygote support mutation in easy cases Machine Learning zygote , ad	6	454	December 27, 2022
Non-Zygote autodiff through a FFT-based poisson solver? Numerics fftw , ad , autodiff , complex-numbers	3	521	December 14, 2022
Open discussion on the state of differentiable physics in Julia Community sciml , ad , dp	9	6795	August 15, 2022
Automatic differentiation and Trapz Optimization (Mathematical) ad	10	665	June 18, 2022
Gradient of a gradient of a FastChain General Usage question , zygote , ad , neural-network	19	2275	February 8, 2022