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This thread is to add software that compute sensitivities though ODE solver at least with one of the methods explained in the review paper.
- `CVODES` in Sundials
- `FATODE` in Fortran
- `ODESSA` …
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I have found an issue which occurs with jax 0.4.27 but not 0.4.26 when using diffrax to solve a neural ODE. I am using the following package versions:
diffrax 0.5.0
equinox 0.11.…
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Suggestions by @luisaforozco :
- `CNODE` maybe explicitly mention what C stands for coupled.
- Like that you keep a single way of defining the initial values.
- Not clear the use of ; in some cas…
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NeuralODE test in Lux started failing after the update https://buildkite.com/julialang/lux-dot-jl/builds/3090#01909095-3f90-4a59-953b-72852e5fd962/153-315
Problem seems to originate from https://gi…
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Hello, thank you for such a great python library.
I've been reviewing the ODETPP class in torch_ode_tpp.py and I'm curious about the role of self.time_factor.
To the best of my knowledge, there is…
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How can we define a control input for a Neural ODE? The control input is an array with a specific value for each time step.
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I have just started training neural networks for a few days on Julia, so bear with me for trivial mistakes.
I am trying to train a ResNet18 on cifar10 with Flux/Julia. Here is a snippet of my code…
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I'm running the following MWE:
```
using DiffEqFlux, Lux, DifferentialEquations, ComponentArrays, CUDA
using Optimization, OptimizationOptimJL
using Random
rng = Random.default_rng()
trainingD…
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Hi,
I am trying to use the registration code to register two MR images (whose dimension is 720,722,400). However, I run into the error message"
Traceback (most recent call last):
File "/NODE…
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How can I save and load a trained neuralODE model using JAX? For example, in [neural_ode](https://github.com/patrick-kidger/diffrax/blob/main/examples/neural_ode.ipynb), how can I save **model** and l…