Topics tagged diffeqflux

Topic	Replies	Views	Activity
Trouble with CPU+GPU adjoints for UDEs General Usage question , optimization , sciml , diffeqflux	1	101	June 6, 2024
Incorporating structural information into Neural ODE as a Differential Equation System General Usage flux , neural-network , differentialequation , diffeqflux	0	137	May 7, 2024
ODEProblem(....) vs NeuralODE(....) for neural ODEs Machine Learning flux , optimization , neural-network , diffeqflux	14	393	April 15, 2024
Control of an ODE using neural network Machine Learning sciml , diffeqflux	3	324	September 29, 2023
Instabilities on a simple dataset when training a NODE on it Modelling & Simulations diffeqflux	5	288	September 20, 2023
Tips for improving performance of NODEs with sparsely sampled time series? Modelling & Simulations time-series , diffeqflux , training	1	279	September 13, 2023
Log automatic selection of sensitivity algorithm Machine Learning sciml , ad , diffeqflux	1	200	June 22, 2023
Running neural ODE on measurement Machine Learning flux , machine-learning , diffeqflux	7	589	June 13, 2023
GPU specifications -- what's the best GPU choice for diffeqGPUs? Performance diffeq , gpu , flux , diffeqflux	9	485	June 7, 2023
DiffEqFlux throws a CUDA error on installation GPU question , cuda , diffeqflux	6	289	May 22, 2023
Not all parameters being estimated in DiffEqFlux General Usage diffeqflux	5	313	May 17, 2023
Parameter estimation DefaultOptimizationCache not defined (DiffEqFlux) General Usage optim , diffeqflux	5	230	May 15, 2023
Flux Restructure for ComponentArrays.jl unreasonably slow Performance flux , sciml , componentarrays , diffeqflux	2	472	April 24, 2023
Minibatching neural ODEs with different initial conditions Machine Learning diffeq , diffeqflux	7	493	March 21, 2023
Error loading model parameters with BSON General Usage flux , bson , diffeqflux	1	252	March 17, 2023
Training a neural ode with unknow time span Machine Learning diffeq , diffeqflux	4	324	March 13, 2023
Is the choice of integrator significant for NeuralODE solving? Modelling & Simulations diffeqflux	1	293	March 8, 2023
PolyOpt() Functionality General Usage optimization , machine-learning , diffeqflux	1	379	March 8, 2023
Struggling to train a UDE with DiffEqGPU General Usage diffeq , cuda , optimization , diffeqflux	9	771	March 7, 2023
Dropout in UDEs using SciML and Lux General Usage diffeqflux , lux	6	672	February 22, 2023
Struggling to train a UDE model with a GPU New to Julia question , cuda , differentialequation , diffeqflux	3	356	February 14, 2023
How to estimate likelihood functions with normalizing flows in Julia General Usage statistics , flux , sciml , diffeqflux	7	475	January 3, 2023
Why doesn't this normalizing flow example work? General Usage flux , diffeqflux	2	432	December 29, 2022
Minibatching with FFJORD Machine Learning flux , optimization , diffeqflux	1	386	December 28, 2022
Custom layer for a good guess of system dynamics General Usage diffeqflux	9	495	October 22, 2022
ODE parameter estimation using neural nets Specific Domains diffeq , ode , diffeqflux	5	567	September 21, 2022
Zygote Type error when using Rodas5() solver but only when manually setting sensealg New to Julia flux , zygote , diffeqflux	3	362	July 23, 2022
Simultaneous training of multiple neural networks with Lux Machine Learning optimization , sciml , diffeqflux	5	1142	June 25, 2022
Using a variable graph structure with NeuralODE and GCNConv Machine Learning neural-network , geometricflux , graphneuralnetworks , diffeqflux	3	679	June 22, 2022
DiffEqFlux.sciml_train doesn't accept an adtype Modelling & Simulations optimization , diffeqflux	2	493	June 2, 2022