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Maybe I just don't understand functors, in which case please close this issue.
But it seems odd to me that on this line, the name of the returned object is `reconstruct_Foo` rather than `reconstruc…
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I am attempting to use DiffEqFlux for the first time and keep running into the error in the subject. Below is my code (I put in the VSCode screenshot so the data shapes are clear). I was wondering if …
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https://arxiv.org/abs/1904.01681
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I’m trying to use the DiffEqFlux package to define a machine learning model for an ODE. The model I need is a Neural ODE whose input is the initial condition and a continuos time signal.
![formula…
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If we are lucky enough to beat existing methods with current brute-force optimization, we can go further to explore deep deformation functions for better convergence.
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Hello - thanks for this resource! I find it really helpful.
I've been meaning to ask if it would be acceptable to add a reference to our recent paper https://arxiv.org/abs/2005.08926. I'm happy to …
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Trying to run the ANODE [example in the docs](https://diffeqflux.sciml.ai/dev/examples/augmented_neural_ode/) on the GPU by moving
`data`, `labels`, `model`, and `parameters` to GPU using the `gpu` …
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I have been playing with your awesome tools, but cant make this one to work with GPU
The example from https://diffeqflux.sciml.ai/dev/GPUs/#Neural-ODE-Example-1
```julia
using DiffEqFlux, Ordina…
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tried working through the basic supervised example, and getting a really strange error related to the output from the NNODE layer. Pretty peculiar, when the model is called from Flux the data disappea…
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Hello, first of all, thanks for this package is very useful
I'm new in the scientific machine learning field and currently, I'm learning, and very interested, in the UDEs to model physical systems.…