Topics tagged zygote

Topic	Replies	Views	Activity
Emulate Enzyme.Const with Zygote Machine Learning zygote , autodiff , enzyme	1	135	September 19, 2024
ChainRules project looking for a new primary maintainer Package Announcements machine-learning , zygote , autodiff , chainrulescore , maintenance-request	8	1763	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	92	August 26, 2024
Zygote.gradient does not work with AbstractGPs.CustomMean General Usage zygote , gaussian-process , gradient	9	589	August 1, 2024
Questions with building a chainrules for mutating array function General Usage zygote , chainrulescore , chainrules	2	101	July 22, 2024
Custom gradients for function. Resource for rrule and frule General Usage zygote , chainrulescore , gradient	18	388	July 20, 2024
DataInterpolations.jl and Zygote.jl Numerics zygote , sciml , autodiff , datainterpolations	18	710	July 8, 2024
Flux chain type unstable when broadcasting inside gradient Specific Domains flux , zygote , autodiff	2	117	June 17, 2024
Problems with reverse mode automatic diff (e.g. zygote) with NeuralSDEs Modelling & Simulations sde , zygote	2	179	June 15, 2024
Zygote.hessian of loss function when defining ODEs with modeling toolkit General Usage optimization , zygote , modelingtoolkit , differentialequation	1	151	June 7, 2024
Domain Error when using Zygote to differentiate MultiStart minimization Optimization (Mathematical) question , zygote , autodiff	2	329	June 3, 2024
Second-order autodiff: which combinations should work? Optimization (Mathematical) zygote , forwarddiff , autodiff , enzyme , diffractor	13	1037	May 30, 2024
Zygote.jl with NamedArrays and adjoint General Usage zygote , autodiff	2	167	May 25, 2024
Discrepancy between complex gradients calculate with Zygote.jl and Python's Jax General Usage zygote	10	489	May 16, 2024
Zygote much slower than JAX for automatic differentiation of energy Machine Learning performance , flux , zygote , jax , lux	22	1712	May 15, 2024
Zygote differentiation very slow Performance zygote	13	690	May 12, 2024
How to: High-performance differentiable programming with broad AD-library support? Performance zygote , forwarddiff , reversediff , ad	13	736	May 6, 2024
Why are Neural SDEs trained with TrackerAdjoint()? Machine Learning question , sde , zygote	1	181	April 29, 2024
How to take the gradient of an ODE system with respect to many data points? Performance question , zygote , modelingtoolkit , sindy	17	532	April 25, 2024
How to differentiate using Zygote in the presence of missing values Numerics zygote , missing-values	0	134	April 11, 2024
Challenges with Zygote Differentiation in Multivariate Mixture Models as input noise of an implicit machine learning method Machine Learning machine-learning , zygote	10	253	April 5, 2024
Questionable Zygote gradients for quantum optimal control problem Optimization (Mathematical) question , ode , optimization , zygote	6	404	March 26, 2024
How do you speed up the linear sparse solver in Zygote? Numerics question , zygote , linearsolve , sparsearrays	44	1531	March 24, 2024
Looking for SciMLSensitivity Example with LinearSolve New to Julia tutorials , zygote , forwarddiff , sciml	3	240	March 20, 2024
Using Zygote.jl with IterativeSolvers.jl General Usage zygote , autodiff , iterative-solvers	11	1083	February 25, 2024
Differentiating optimization problem solutions in Julia Optimization (Mathematical) optimization , zygote , autodiff	9	1566	February 25, 2024
Moving a custom loss function to GPU Machine Learning gpu , flux , zygote	5	453	February 15, 2024
Lux.jl LSTM timeseries prediction: AD / optimization does not start New to Julia optimization , zygote , lstm , lux	2	488	February 14, 2024
Using Zygote with ComponentArrays Modelling & Simulations zygote , autodiff	1	316	February 9, 2024
Lux (And Flux), "parallel" Network Input. When Input is flat, Zygote gradient works, when input is not flat it doesn't Machine Learning flux , zygote , lux	10	746	February 5, 2024