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Hello, I run your code, and find this bug:
NameError: name 'NeuralDE' is not defined
why?
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Hi, when I try to train a NeuralODE with Discretecallback using `sensealg=InterpolatingAdjoint(autojacvec=EnzymeVJP(), checkpointing=true)`, I get:
```julia
Enzyme execution failed.
Enzyme: unhan…
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The current dynamical systems tutorial notebook in #241 is quite long. Maybe it would be easier to digest if it were broken up into 2-3 smaller tutorials covering different segments of the existing co…
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Hi,
First of all thank you for this nice library. I really enjoyed using it.
I was wondering how can I figure out the number of steps taken by an adaptive solver at each forward process of an ODE? F…
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On the `dev-new-shapes` branch, the following errors are recieved:
Tested with versions: 3.7.7 3.8.11 and 3.9.9:
![image](https://user-images.githubusercontent.com/67636677/157233325-e99e4d80-f4…
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Not sure if this is the right place to post, but posting here since Catalyst seems only place related to Chemical reactions. I recently across paper deriving unknown chemical reaction pathways using n…
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**Describe the bug 🐞**
Hi,
I am trying to optimize a Split ODE with a NN embedded. While I can run the inference, the optimization w/ Zygote throws an UndefRefError. I am not sure if this is the ri…
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i have tried to get it working. But the code of [added train-mlp-to-fit-func-with-n-odes.jl](https://github.com/ettoremessina/differential-equations/commit/8788a1b9eff8595a633d4b19ae2db07d240e47ad) do…
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**Additional Description**
I have a network I wish to train `f(x, x_dot, theta)` where `x` and `x_dot` are the inputs, `theta` are the network weights. This is a slightly odd problem since `x_dot` …
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A dynamical system can often be described not by a single tensor but by multiple ones. For example, a system of particles can have node features, edge features, and global features, each with differen…