Is it possible to evaluate the objective function within the "Optimisers.apply!" function?
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2
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55
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August 6, 2025
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NeuralIntegrator: Spiking neural network and synaptic plasticity in DifferentialEquations.jl
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1
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99
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July 1, 2025
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How to use Lux's `apply` function?
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2
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68
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June 30, 2025
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Using `Lux.WrappedFunction` for pre/post processing in Lux model
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5
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57
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May 22, 2025
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Error when a neural ode is implemented
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3
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136
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May 2, 2025
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Getting a LoadError: GPUCompiler.InvalidIRError on trying to use LuxCUDA with EnsembleProblem
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3
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76
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April 25, 2025
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Spiking Neural Networks
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32
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4977
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April 7, 2025
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What is the best way to implement PINN in Julia
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18
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564
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April 6, 2025
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Type instability for simple MLP call using ComponentArrays
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2
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76
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March 6, 2025
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Training Universal PINNs using NeuralPDE?
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4
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190
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February 18, 2025
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Some thoughts and questions on smooth non-linear optimization, degrees of freedom, optimizers, MLPs
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0
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59
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February 14, 2025
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Lux.jl QuickStart: why `Lux.apply` returns the state?
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1
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106
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February 6, 2025
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How to compute TanhExp / TeLU function accurately?
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10
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198
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January 6, 2025
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Forecast Time series using Neural ODE for supervised learning
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0
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121
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December 30, 2024
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Scaling issue (probably) while solving simple PINN problem
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3
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175
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December 27, 2024
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How to optimize neural network parameters with non-gradient algorithms?
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2
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114
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December 26, 2024
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How to generate values after training with Lux.LayerNorm and Lux.BatchNorm
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5
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389
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December 26, 2024
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NeuralPDE.jl slow with integro diff. equations
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3
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83
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November 11, 2024
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Performing max-min optimization with optimization.jl
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0
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48
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October 30, 2024
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Error using example for NeuralODE
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4
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103
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October 25, 2024
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CUDA Error : ArgumentError: Objects are on devices with different types: CPUDevice and CUDADevice
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4
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52
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October 23, 2024
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Using trained neural networks inside GPU computations
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0
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59
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October 18, 2024
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Nested and different AD methods altogether: How to add AD calculations inside my loss function when using neural differential equations?
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9
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996
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September 28, 2024
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Parameters in the neural network not updating after training
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0
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43
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September 26, 2024
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Add coordinate transformation before first layer in NeuralPDE.jl
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5
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83
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August 29, 2024
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Can't get NeuralPDE Example code to run
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0
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28
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August 14, 2024
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Saving/loading a neural network trained with NeuralPDE
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3
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146
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July 30, 2024
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UDE: Estimating multiple parameters with NN and choosing best optimizers
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6
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231
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July 29, 2024
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Learning Orbital Dynamics
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16
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894
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July 13, 2024
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Neural Nets training with multiple Chains Lux.jl and LuxCUDA.jl: LoadError: AssertionError: length(init_params) == length(depvars) when using multi chains in NeuralPDE.jl GPU example
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2
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100
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July 2, 2024
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