SciML/DiffEqFlux.jl

Issues

• The Continuous Normalizing Flows example throws exception

  #953 opened 2 months ago by lanceXwq
  2

• MNIST Example Throws Exception at Optimization.solve (in v4.0)

  #954 opened a month ago by jholland1
  3

• How can I integrate an RNN into an ODEProblem in Lux.jl？

  #952 opened 2 months ago by disadone
  6

• Start using the less verbose `Lux.@compact` API

  #917 opened 2 months ago by avik-pal
  0

• Unable to run neural_dae_tests.jl

  #939 opened 2 months ago by awecefil
  1

• Restructuring some of the Layers

  #929 opened 2 months ago by avik-pal
  2

• Error with `collocate_data` with `DataInterpolations`

  #935 opened 2 months ago by martincornejo
  1

• The FFJORD copy-pasteable code doesn't work

  #931 opened 5 months ago by a1ix2
  1

• InexactError when using complex matrices

  #928 opened 6 months ago by seadra
  4

• N-ODE trajectories cut itself

  #927 opened 6 months ago by MKThyss
  3

• MethodError: The applicable method may be too new: running in world age 33714, while current world is 33900

  #845 opened 6 months ago by tp-23
  17

• What to do about FFJORD here?

  #816 opened 6 months ago by ChrisRackauckas
  2

• GPU broadcast resulted in non-concrete element type Any when running several NODEs in a single training

  #852 opened 6 months ago by jarroyoe
  10

• Error in train function in neural ode weather forecasting example

  #919 opened 6 months ago by gebmecod
  1

• Improve Nested AD

  #913 opened 6 months ago by avik-pal
  2

• ERROR: LoadError: BoundsError: attempt to access 1-element Vector{Float32} at index [0]

  #910 opened 8 months ago by prbzrg
  12

• Chemical Reaction Neural Networks

  #912 opened 8 months ago by ChrisRackauckas
  0

• Control Input for NeuralODE

  #844 opened 10 months ago by MortezaBabazadehShareh
  3

• Neural Ordinary Differential Equation Copy-Pastable Example Not Working

  #894 opened a year ago by gpavanb1
  1

• Auto-promotion does not work while using NeuralODE likelihood in Turing.jl

  #893 opened a year ago by canbozdogan
  0

• Neural ODE with lstm architecture

  #872 opened a year ago by mariaade26
  1

• TensorLayer with own parameters (DiffEqFlux v3.0)

  #880 opened a year ago by stephans3
  2

• TensorLayer not callable

  #879 opened a year ago by stephans3
  1

• Avoid closure in LV system by passing parameters as kwargs

  #834 opened a year ago by tp-23
  11

• Including parameters in NeuralODE

  #798 opened a year ago by MaAl13
  2

• Including unknown parameter values of known dynamics in UDE using Lux

  #862 opened a year ago by mariaade26
  1

• Mutating arrays is not supported

  #814 opened a year ago by prbzrg
  11

• Use `Lux.Experimental.StatefulLuxLayer` internally to avoid `Box`ing

  #855 opened a year ago by avik-pal
  0

• ERROR: UndefVarError: Chain not defined

  #795 opened a year ago by prbzrg
  0

• Optimization is stuck when using new package versions

  #875 opened a year ago by seadra
  12

• Spurious "Output is complex, so the gradient is not defined" error

  #874 opened a year ago by seadra
  2

• Improve docstrings

  #860 opened a year ago by ArnoStrouwen
  0

• Error while training NeuralODE with exogenous inputs

  #854 opened a year ago by mariaade26
  6

• signal (11.1): Segmentation fault in uODE

  #851 opened a year ago by tp-23
  7

• usage of universal Differential Algebraic Equations

  #842 opened a year ago by user161715
  1

• Recursive training on infinite stream of data

  #833 opened a year ago by schlichtanders
  1

• Q about use of UDEs

  #836 opened a year ago by sophia-wright-blue
  1

• FR: Second-Order Neural ODE Optimizer

  #849 opened a year ago by prbzrg
  1

• Bugs in Neural ODE example in docs

  #846 opened a year ago by vleon1234
  1

• NeuralODE depending on external disturbances

  #838 opened a year ago by mariaade26
  0

• UODE with neural networks. Beginner questions

  #831 opened a year ago by user161715
  2

• Scalar indexing when running UDE on GPU

  #832 opened a year ago by jarroyoe
  4

• Running NODEs on GPU while keeping them Float64?

  #826 opened 2 years ago by jarroyoe
  2

• MethodError when running with NeuralODE with custom Lux layer

  #825 opened 2 years ago by RJZS
  4

• Using stiff solvers in UDEs

  #818 opened 2 years ago by jarroyoe
  6

• StackOverflow Error when trying to train a NSDE with no neural network on the diffusion

  #811 opened 2 years ago by jarroyoe
  9

• Feat: Neural Fractional Diffeq

  #822 opened 2 years ago by matteoettam09
  0

• Documentation about Flux.jl vs Lux.jl

  #815 opened 2 years ago by schlichtanders
  7

• Including unknown parameter values of known dynamics in UDE using Lux.jl

  #812 opened 2 years ago by jarroyoe
  13

• Implement Local Regularization of Neural DEs in DiffEqFlux

  #817 opened 2 years ago by avik-pal
  0