Machine Learning

Topic	Replies	Views	Activity
DiffEqGPU.jl with CUDA: Error computing gradients through SDE solver	12	265	January 10, 2024
Differentiation (Zygote, but the issue is likely in ChainRules) return different types with `Diagonal` differentiation , autodiff	2	176	January 10, 2024
Physics-enhanced deep surrogates for partial differential equations	0	291	January 9, 2024
How to read model weights using FluxTraining (stateaccess issues)? question , flux	3	340	January 9, 2024
Does Lux work with FluxTraining? fluxtraining	0	188	January 9, 2024
XGBoostClassifier on bigger than RAM database memory-allocation , machine-learning , mlj	2	401	January 8, 2024
ReversedDiff/Zygote with SDE DifferentialEquations fails to compute gradients after a certain number of parameters question	2	240	January 7, 2024
Lux Loss Not Decreasing lux	1	360	January 4, 2024
Understanding and Overcoming Zygote's Functional Limitations for distributed distributed , machine-learning , zygote	5	350	December 29, 2023
I am building a simple to use autoencoder model.. anyone interested? machine-learning , mlj , betaml	4	440	December 29, 2023
Flux loss with contribution gradient is slow neural-network	5	489	December 27, 2023
Higher order derivatives/ automatic differentiation question , flux , autodiff	5	675	December 26, 2023
PINN using Flux flux , zygote	4	978	December 24, 2023
Issues with computing gradient with ForwardDiff.jl (Any fixes other than ND?) forwarddiff , neural-network	2	202	December 24, 2023
Learning rate scheduler with the new interface of Flux flux	4	996	December 23, 2023
Smoothing probability distribution output of network gpu , flux , distributions , smoothing	3	303	December 22, 2023
Introducing NNUE to the Julia community	1	475	December 19, 2023
Are there guidelines or rules of thumb on how to stack hidden layers in a RNN? flux , time-series , lstm , forecasting	5	892	December 14, 2023
Any equivalent in Lux.jl to torch.nn.Parameter? lux	1	307	December 13, 2023
JuliaSimModelOptimiser, UDEs, network and model connection juliasim	1	199	December 13, 2023
Flux.update! not working with custom AbstractArray	1	188	December 12, 2023
Type unstable gradients in Zygote (@code_warntype) zygote , code_warntype , type-stability , autodiff	5	435	December 12, 2023
LSTM Method Error - Time Series question , flux , time-series , machine-learning	3	1025	December 7, 2023
Splitting and joining Flux model chains question , flux	4	2241	December 1, 2023
LSTM training for a sequence of multiple features using a batch size 30 lstm	10	2432	November 22, 2023
Saving a Flux ML model in a keras compatible format	1	252	November 20, 2023
Unable to evaluate inputs comprising columns of either String or Int type: convert error mlj	8	356	November 16, 2023
Using a Neural Network to predict the parameters of a optimization Problem neural-network	6	884	November 15, 2023
Zygote, Flux, and Interpolations	6	826	November 14, 2023
Solving multiple ODE concurrently	3	335	November 13, 2023