Universal differential equations (UDE) with modern SciML stack (Lux, Enzyme, ...)
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5
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295
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November 7, 2024
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Performing max-min optimization with optimization.jl
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0
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33
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October 30, 2024
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Timeseries model training using Lux.jl
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0
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68
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October 22, 2024
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Error when a neural ode is implemented
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2
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58
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September 29, 2024
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Lux.jl vs Jax
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6
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653
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September 21, 2024
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Add coordinate transformation before first layer in NeuralPDE.jl
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5
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64
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August 29, 2024
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Creating a custom container layer in Lux
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2
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118
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August 11, 2024
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Custom layer in Lux
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1
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111
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July 31, 2024
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Saving/loading a neural network trained with NeuralPDE
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3
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92
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July 30, 2024
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Error in building run time function by Lux.jl model with other equations
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4
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131
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July 16, 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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84
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July 2, 2024
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Fresh CUDA and LuxCUDA error ERROR: could not load symbol "cublasLtMatmulDescCreate":
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14
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346
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May 31, 2024
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Combining Lux.jl with IPNewton() for Optimization
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2
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175
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May 19, 2024
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Zygote much slower than JAX for automatic differentiation of energy
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22
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1193
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May 15, 2024
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Issue understanding Lux recurrent cells
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1
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163
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May 14, 2024
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Adding external parameters to neural network
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5
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342
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April 24, 2024
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How to define parameters of a model built by Lux.jl in ModelingToolkit.jl and perform optimization or computation?
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2
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248
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April 7, 2024
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Lux recurrent networks like LSTM - why are hidden state and memory not part of the model state `st`?
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3
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296
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March 4, 2024
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Lux + Turing: How to not to use a global variable for state `st`
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1
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227
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February 29, 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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357
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February 22, 2024
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How hard is it to rebuild a tensorflow model in julia?
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2
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549
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February 17, 2024
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Lux.jl LSTM timeseries prediction: AD / optimization does not start
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2
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383
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February 14, 2024
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Lux (And Flux), "parallel" Network Input. When Input is flat, Zygote gradient works, when input is not flat it doesn't
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10
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621
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February 5, 2024
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[ANN] ComputerVisionTutorials.jl - Tutorial "Package" for Artificial Intelligence
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5
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709
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January 29, 2024
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Learning rate decay in callback function
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3
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397
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January 11, 2024
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Lux Loss Not Decreasing
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1
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344
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January 4, 2024
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Any equivalent in Lux.jl to torch.nn.Parameter?
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1
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303
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December 13, 2023
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Lux tutorial: AMDGPU 20x slower than CPU
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17
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1139
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December 5, 2023
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How do I retain model parameters while freezing layers with Lux.jl
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3
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355
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October 31, 2023
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Accessing a ComponentArray's fields in a type-stable manner
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2
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301
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October 31, 2023
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