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https://github.com/SciML/DiffEqFlux.jl/issues/539#issuecomment-827966976 shows an example of an infinite loop (due to a bug in `DifferentialEquations`) that can be interrupted (ctrl+c) in the REPL but…
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- [ ] Complete the Lotka-volterra dynamics
- [ ] Open the repository
- [ ] Start on Hill equation dynamics
- [ ] Stretch goal: boolean regulatory network with priors over $2^{2^k}$ possible function…
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With this model:
[Lotka-Volterra (Influence of Integration Step).gaml.zip](https://github.com/r-and-gama/rama/files/3205091/Lotka-Volterra.Influence.of.Integration.Step.gaml.zip)
[maths.xml.zip](h…
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Can you give a reference in the docs for this problem?
Also, the problem is now formulated in math terms using Symbolics.jl and moving away from MTK.jl. I suggest using and testing `modelingtoolkit…
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Tasks (from https://arxiv.org/pdf/2101.04653.pdf):
- Gaussian 2D (✔️)
![image](https://user-images.githubusercontent.com/72011736/154571187-da06a527-4ff3-40d9-972c-94e7db33e4a7.png)
- Gaussia…
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Hi,
I'm quite the fan of this Python module, and I wanted to suggest the following examples:
- The [Heat equation](https://en.wikipedia.org/wiki/Heat_equation), that is:
![](https://wikimedia.org/ap…
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I really like the idea of a primer on Julia for ecologists and would be interested in helping out with such an effort. It was not clear to me, however, if this was meant to be a individual project or …
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**Describe the bug 🐞**
The `sensealg` in solve is ignored, currently it only follows the sensealg defined in the problem
Looks like, the sensealg is not in the prob.kwargs, and is ignored in the…
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Sometimes `params` is used as a keyword argument and sometimes it's `parameters`. What should we settle on?
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# **Paper**
## NPE with score
## Differentiable NPE
### Smooth NF
- [x] plot of two moons learned with score matching loss
### ODE Flow
- [x] plot of two moons learned with score m…