Topics tagged neural-network

Topic	Replies	Views	Activity
Parallel computing and GPU support in neuralPDE.jl package New to Julia package , performance , neural-network	49	1496	November 22, 2023
Using a Neural Network to predict the parameters of a optimization Problem Machine Learning neural-network	6	621	November 15, 2023
Translation of traditional ML models to neural network framework for acceleration? Performance question , machine-learning , neural-network	5	499	November 14, 2023
MethodError in loss function when using Flux with GPU support General Usage flux , neural-network	2	305	October 24, 2023
Modify existing Lux models Machine Learning question , neural-network , lux	4	466	October 23, 2023
RNNs in LUX General Usage question , neural-network , rnn , lux	2	518	October 19, 2023
NeuralPDE features and GPU compatibility Machine Learning gpu , pde , sciml , neural-network	9	695	October 16, 2023
How to optimize a neural network with a "traditional" optimizer? Optimization (Mathematical) question , neural-network	1	353	October 4, 2023
How to predict new value corresponding to a new initial condition when using NeuralPDE General Usage question , neural-network	1	196	September 25, 2023
Error with NeuralPDE and OptimizationFunction General Usage question , optimization , neural-network	1	219	September 25, 2023
Solving ODE by PDESystem General Usage question , pde , ode , neural-network	1	272	September 25, 2023
Is it possible to solve pdes using neuralpde.jl that involve interpolated function General Usage sciml , neural-network , differentialequation	6	379	September 13, 2023
Unable to solve a differential equation using neural network General Usage flux , neural-network	2	207	September 10, 2023
Type Instability when composing functor and function Performance flux , machine-learning , code_warntype , type-stability , neural-network	3	280	September 8, 2023
I am unable to fit a simple 2d function using a neural network in Julia. Am I doing somethng wrong here? General Usage flux , neural-network	3	241	September 5, 2023
Float64 Lux model (Loss stuck at 1e-8) General Usage flux , machine-learning , precision , neural-network , lux	1	511	August 24, 2023
UndefVarError: `ComponentArray` not defined when using GPU in NeuralPDE General Usage question , gpu , neural-network	9	457	August 13, 2023
State of the art object tracking with neural networks Machine Learning neural-network , literature	3	633	August 9, 2023
References for network construction via symbolic_discretize General Usage question , neural-network , lux	0	188	August 6, 2023
How to generate values after training with Lux.LayerNorm and Lux.BatchNorm General Usage question , neural-network , lux	3	330	August 1, 2023
How to implement the LayerNorm in NeuralPDE by Lux.jl General Usage question , neural-network	2	304	July 28, 2023
How to normalize the input when solving ODE system by NeuralPDE General Usage ode , neural-network	1	206	July 25, 2023
Modified the neural network to capture nonlinear system General Usage question , neural-network , nonlinearsolve	4	293	July 20, 2023
CuArray error when running NeuralPDE.jl on JuliaHub GPU sciml , neural-network	0	205	July 19, 2023
Modified loss function in NeuralPDE General Usage question , neural-network	4	201	July 15, 2023
Can not solving the retrain model by neural_adapter General Usage question , neural-network	1	282	July 14, 2023
Error when transfer learning with neural_adapter General Usage question , neural-network	1	262	July 14, 2023
Terminology: "multi branch neural network" or what? Machine Learning question , neural-network	6	1040	July 12, 2023
How to predict the new system from the pre-trained weight in NeuralPDE General Usage question , neural-network	2	216	June 20, 2023
How to get weight and bias from the NeuralPDE after solving General Usage question , neural-network	5	202	June 17, 2023