Topics tagged zygote

Topic	Replies	Views	Activity
Custom stuct and Jacobian: Issue with Zygote not understanding custom struct Specific Domains zygote , autodiff	0	25	December 12, 2024
Cannot differentiate through a multivariate log normal probability density with Zygote Machine Learning flux , zygote	4	130	December 11, 2024
Help using CUDA, Zygote, and random numbers Machine Learning cuda , zygote	3	48	December 4, 2024
AD Troubles in Flux and Unusual Loss Machine Learning flux , zygote , fluxtraining	1	100	November 24, 2024
Autodiff with Zygote: issues with setting seeds Statistics zygote , autodiff	9	103	November 11, 2024
Impossible to perform autodiff on simple ODE Optimization (Mathematical) ode , zygote , autodiff , differentialequation	22	405	November 1, 2024
Odd warning and issues with optimization only when inside Optimization.jl. Zygote.hessian works fine Machine Learning question , optimization , zygote	8	83	October 30, 2024
Using NonlinearSolve with autodiff Optimization (Mathematical) zygote , autodiff , enzyme , nonlinearsolve	9	198	October 17, 2024
Jacobian&vectors in Zygote General Usage question , zygote	3	50	October 16, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1251	October 8, 2024
Avoid storing intermediate results from the forward pass by default Machine Learning question , zygote , chainrules	14	213	September 29, 2024
Emulate Enzyme.Const with Zygote Machine Learning zygote , autodiff , enzyme	1	91	September 19, 2024
ChainRules project looking for a new primary maintainer Package Announcements machine-learning , zygote , autodiff , chainrulescore , maintenance-request	8	1356	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	54	August 26, 2024
Zygote.gradient does not work with AbstractGPs.CustomMean General Usage zygote , gaussian-process , gradient	9	516	August 1, 2024
Questions with building a chainrules for mutating array function General Usage zygote , chainrulescore , chainrules	2	64	July 22, 2024
Custom gradients for function. Resource for rrule and frule General Usage zygote , chainrulescore , gradient	18	200	July 20, 2024
DataInterpolations.jl and Zygote.jl Numerics zygote , sciml , autodiff , datainterpolations	18	564	July 8, 2024
Flux chain type unstable when broadcasting inside gradient Specific Domains flux , zygote , autodiff	2	75	June 17, 2024
Problems with reverse mode automatic diff (e.g. zygote) with NeuralSDEs Modelling & Simulations sde , zygote	2	139	June 15, 2024
Zygote.hessian of loss function when defining ODEs with modeling toolkit General Usage optimization , zygote , modelingtoolkit , differentialequation	1	107	June 7, 2024
Domain Error when using Zygote to differentiate MultiStart minimization Optimization (Mathematical) question , zygote , autodiff	2	294	June 3, 2024
Second-order autodiff: which combinations should work? Optimization (Mathematical) zygote , forwarddiff , autodiff , enzyme , diffractor	13	773	May 30, 2024
Zygote.jl with NamedArrays and adjoint General Usage zygote , autodiff	2	136	May 25, 2024
Discrepancy between complex gradients calculate with Zygote.jl and Python's Jax General Usage zygote	10	339	May 16, 2024
Zygote much slower than JAX for automatic differentiation of energy Machine Learning performance , flux , zygote , jax , lux	22	1248	May 15, 2024
Zygote differentiation very slow Performance zygote	13	585	May 12, 2024
How to: High-performance differentiable programming with broad AD-library support? Performance zygote , forwarddiff , reversediff , ad	13	541	May 6, 2024
Why are Neural SDEs trained with TrackerAdjoint()? Machine Learning question , sde , zygote	1	156	April 29, 2024
How to take the gradient of an ODE system with respect to many data points? Performance question , zygote , modelingtoolkit , sindy	17	399	April 25, 2024