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One of the key points to make about the system is that wiringdiagrams, because they allow abstraction allow you to get more math per visual element than computer algebra systems alone. I’d like a way …
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Affine NF needs less simulation than smooth one so now I focus on NLE method instead of NPE and here are some results (check #12 and #11 for comparison between NFs architecture and NPE vs NLE):
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## Goal: make first mockup, communicate with pysd dev. team (due 7/31)
## Done
- Drafting information map between SD models with Hierarchical Bayesian models: table [here](https://docs.google.com/…
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Hi! I was starting to use STLSQ method to create a SINDy-based model. I try the example [here](https://docs.sciml.ai/DataDrivenDiffEq/stable/libs/datadrivensparse/examples/example_02/), but remove the…
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**Describe the bug 🐞**
UDE Training does not work with `AutoZygote`
**Expected behavior**
It should work.
**Minimal Reproducible Example 👇**
The lotka volterra test in `tests/lotka_volt…
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Hello , i want to use Diffrax for Bayesian inference of parameters in numpyro. However, as soon as i change the StepsizeControler from ConstantStepsie to DPIController i get an error. Changing the max…
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Assalamualaikum Pak Dudung, Permisi Pak saya Haydar mau bertanya terkait pemodelan kumbang koksi berdasarkan hasil pengamatan selama 14 hari laju pertumbuhan kutu daun adalah sebagai berikut :
![Capt…
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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/ode_models/ODE_with_manual_gradients.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue is still availabl…
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For now, I'd take the current ODE Bayesian Parameter estimation benchmarks offline and stop quoting them as up-to date evidence that Julia is currently 3-5 times faster than Stan for ODE problems. If …
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Hi,
I was trying to apply this method to a different system od ODEs, namely the 2D Hopf normal form defined by:
`function Hopf2D(du, u, p, t)`
` μ, ω, A1, A2 = p`
` du[1] = μ*u[1] - ω…