Topics tagged autodiff

Topic	Replies	Views	Activity
ReverseDiff friendly code and domain errors General Usage package , reversediff , autodiff	1	314	October 20, 2022
Autodiff-ing a function defined by the result of Roots.find_zero fails General Usage roots , forwarddiff , autodiff	12	717	September 29, 2022
MAP Optimization and RAM usage related to autodiff Probabilistic programming question , turing , autodiff	0	306	August 26, 2022
Any faster way of computing small gradients? Performance zygote , forwarddiff , symbolics , autodiff	21	1908	August 11, 2022
Optimizing matrix multiplication code and being compatible with autodiff Performance turing , autodiff	6	473	August 9, 2022
Improve code that estimates parameters using max likelihood, optim, differential equations and automatic differentiation? New to Julia diffeq , optimization , autodiff	7	740	August 1, 2022
Sensitivity of a SDE w.r.t tspan Modelling & Simulations sde , sciml , autodiff	3	360	July 21, 2022
How to implment `logsumexp` function in JuMP? Optimization (Mathematical) jump , differentiation , autodiff	7	707	July 18, 2022
Zygote and SDE failure: cannot differentiate through Lux NN Machine Learning diffeq , flux , sde , zygote , autodiff	5	624	July 14, 2022
Pushforward in Enzyme.jl Specific Domains autodiff	3	487	July 14, 2022
[ANN] Announcing ImplicitDifferentiation.jl Package Announcements package , announcement , differentiation , optimization , autodiff	8	1135	July 3, 2022
Pullback for both Flux model's inputs and parameters Machine Learning question , flux , zygote , autodiff	9	773	June 26, 2022
Accelerate autodiff in Zygote.jl Performance zygote , autodiff	9	1056	June 15, 2022
Help me pin this bug in `Flux`… Machine Learning bug , error , flux , zygote , autodiff	2	436	May 31, 2022
Eigenvalue sensitivites using autodiff Numerics eigenvalues , autodiff	5	743	May 2, 2022
Zygote.jl: @adjoint! (mutating / inplace adjoints) Machine Learning differentiation , zygote , autodiff	1	532	April 2, 2022
Simple implementation of reverse mode automatic differentiation General Usage autodiff	7	959	March 29, 2022
ForwardDiff and Zygote return wrong jacobian for log(det(L)) Numerics autodiff	9	1233	March 22, 2022
Checkpointing.jl Checkpointing Library for Timestepping Codes Package Announcements package , announcement , autodiff	0	486	February 24, 2022
Taking variable as independent with Zygote (Automatic differentiation) General Usage zygote , autodiff	1	450	February 10, 2022
ANN: Differentiable implicit functions in Julia (optimisation, nonlinear solves and fixed point iterations) Package Announcements optimization , nonlinear , autodiff	3	939	February 8, 2022
AutoDiff of function inverse? Modelling & Simulations autodiff , inverse	5	845	February 5, 2022
How to give an one-time assignment to a large parametric matrix? General Usage zygote , matrices , autodiff	5	569	February 2, 2022
Mixed-mode automatic differentiation using ForwardDiff and ReverseDiff General Usage forwarddiff , reversediff , autodiff	9	2440	February 1, 2022
Zygote.jl-compatible dictionary-like mutable data types New to Julia zygote , mutable-structure , autodiff	1	467	December 16, 2021
Automatic differentiation through DataFrame or any other DataFrame-like tables New to Julia dataframes , autodiff	1	488	December 15, 2021
Understanding automatic differentiation (long-form YouTube video) Teaching & Outreach autodiff	0	719	December 11, 2021
Forward- and reverse-mode AD comparisons with JAX Performance zygote , forwarddiff , autodiff	7	1367	December 4, 2021
Autodifferentiation of a recursive function Optimization (Mathematical) zygote , forwarddiff , autodiff , recursion	27	1692	November 28, 2021
Forward mode Autodiff for Matrix multiplication General Usage autodiff	3	728	November 25, 2021