Topics tagged zygote

Topic	Replies	Views	Activity
How to differentiate functions involving arrays with one non-zero element in Zygote General Usage zygote , autodiff	4	85	April 13, 2025
Automatic Differentiation of quantum master equation using Zygote Specific Domains zygote , autodiff , ordinarydiffeq	14	120	April 5, 2025
AD through DataInterpolations, ODE : Gradient calculation, parameter -> time series -> DataInterpolation General Usage zygote , sciml , differentialequation , datainterpolations	2	88	March 12, 2025
Type instability for simple MLP call using ComponentArrays General Usage zygote , sciml , type-stability , neural-network , autodiff	2	59	March 6, 2025
Help with workaround a mutation in an optimization problem Specific Domains question , package , zygote	1	48	March 6, 2025
`Zygote.gradient` is 54000 TIMES slower than `jax.gradient` Optimization (Mathematical) zygote , jax	80	1134	February 1, 2025
Automatic differentiation minisymposium at JuliaCon JuliaCon juliacon , zygote , autodiff , enzyme , minisymposium	0	154	January 23, 2025
Help using CUDA, Zygote, and random numbers Machine Learning cuda , zygote	4	93	December 23, 2024
Custom stuct and Jacobian: Issue with Zygote not understanding custom struct Specific Domains zygote , autodiff	0	27	December 12, 2024
Cannot differentiate through a multivariate log normal probability density with Zygote Machine Learning flux , zygote	4	134	December 11, 2024
AD Troubles in Flux and Unusual Loss Machine Learning flux , zygote , fluxtraining	1	106	November 24, 2024
Autodiff with Zygote: issues with setting seeds Statistics zygote , autodiff	9	115	November 11, 2024
Impossible to perform autodiff on simple ODE Optimization (Mathematical) ode , zygote , autodiff , differentialequation	22	450	November 1, 2024
Odd warning and issues with optimization only when inside Optimization.jl. Zygote.hessian works fine Machine Learning question , optimization , zygote	8	101	October 30, 2024
Using NonlinearSolve with autodiff Optimization (Mathematical) zygote , autodiff , enzyme , nonlinearsolve	9	236	October 17, 2024
Jacobian&vectors in Zygote General Usage question , zygote	3	75	October 16, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1321	October 8, 2024
Avoid storing intermediate results from the forward pass by default Machine Learning question , zygote , chainrules	14	220	September 29, 2024
Emulate Enzyme.Const with Zygote Machine Learning zygote , autodiff , enzyme	1	107	September 19, 2024
ChainRules project looking for a new primary maintainer Package Announcements machine-learning , zygote , autodiff , chainrulescore , maintenance-request	8	1561	September 3, 2024
How to solve an ODEProblem with u0 in the format of vector{vector} and be able to use it for Zygote differentiation General Usage zygote , differentialequation	1	58	August 26, 2024
Zygote.gradient does not work with AbstractGPs.CustomMean General Usage zygote , gaussian-process , gradient	9	521	August 1, 2024
Questions with building a chainrules for mutating array function General Usage zygote , chainrulescore , chainrules	2	67	July 22, 2024
Custom gradients for function. Resource for rrule and frule General Usage zygote , chainrulescore , gradient	18	242	July 20, 2024
DataInterpolations.jl and Zygote.jl Numerics zygote , sciml , autodiff , datainterpolations	18	585	July 8, 2024
Flux chain type unstable when broadcasting inside gradient Specific Domains flux , zygote , autodiff	2	80	June 17, 2024
Problems with reverse mode automatic diff (e.g. zygote) with NeuralSDEs Modelling & Simulations sde , zygote	2	143	June 15, 2024
Zygote.hessian of loss function when defining ODEs with modeling toolkit General Usage optimization , zygote , modelingtoolkit , differentialequation	1	110	June 7, 2024
Domain Error when using Zygote to differentiate MultiStart minimization Optimization (Mathematical) question , zygote , autodiff	2	295	June 3, 2024
Second-order autodiff: which combinations should work? Optimization (Mathematical) zygote , forwarddiff , autodiff , enzyme , diffractor	13	803	May 30, 2024