Partial Autodiff in NN using Flux
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1
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432
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April 25, 2024
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Adding external parameters to neural network
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5
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375
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April 24, 2024
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ODEProblem(....) vs NeuralODE(....) for neural ODEs
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14
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423
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April 15, 2024
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Continue solving ODE problem when using NeuralPDE.NNODE
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2
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233
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April 7, 2024
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NN Getting Same Training and Testing Accuracies?
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20
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373
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March 24, 2024
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How can I solve complex-valued ordinary differential equations (ODEs) using neural networks, given limitations with complex data types in libraries like Lux?
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2
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366
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February 22, 2024
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Solve y'=y with neuralode
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6
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221
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February 10, 2024
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Having issues with running NeuralPDE on GPU
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5
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289
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January 22, 2024
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Flux loss with contribution gradient is slow
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5
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484
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December 27, 2023
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Issues with computing gradient with ForwardDiff.jl (Any fixes other than ND?)
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2
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202
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December 24, 2023
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"None Sym BasicSymbolic doesn't have a name" Problem when using NeuralPDE
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1
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402
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December 20, 2023
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PINN in Julia
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0
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303
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December 18, 2023
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DimensionMismatch: matrix A has dimensions (100,10), matrix B has dimensions (1,7)
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5
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274
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November 25, 2023
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Parallel computing and GPU support in neuralPDE.jl package
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49
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1524
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November 22, 2023
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Using a Neural Network to predict the parameters of a optimization Problem
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6
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810
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November 15, 2023
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Translation of traditional ML models to neural network framework for acceleration?
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5
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519
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November 14, 2023
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MethodError in loss function when using Flux with GPU support
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2
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321
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October 24, 2023
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Modify existing Lux models
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4
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524
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October 23, 2023
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RNNs in LUX
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2
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562
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October 19, 2023
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NeuralPDE features and GPU compatibility
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9
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740
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October 16, 2023
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How to optimize a neural network with a "traditional" optimizer?
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1
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382
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October 4, 2023
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How to predict new value corresponding to a new initial condition when using NeuralPDE
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1
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197
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September 25, 2023
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Error with NeuralPDE and OptimizationFunction
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1
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224
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September 25, 2023
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Solving ODE by PDESystem
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1
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272
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September 25, 2023
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Is it possible to solve pdes using neuralpde.jl that involve interpolated function
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6
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397
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September 13, 2023
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Unable to solve a differential equation using neural network
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2
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208
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September 10, 2023
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Type Instability when composing functor and function
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3
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286
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September 8, 2023
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I am unable to fit a simple 2d function using a neural network in Julia. Am I doing somethng wrong here?
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3
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255
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September 5, 2023
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Float64 Lux model (Loss stuck at 1e-8)
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1
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547
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August 24, 2023
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UndefVarError: `ComponentArray` not defined when using GPU in NeuralPDE
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9
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466
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August 13, 2023
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