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# Pepsi broke the contract
An API is a contract with the world, and that makes it one of the hardest things to get right in software design.
[https://wasteofserver.com/pepsi-broke-the-contract/](htt…
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Hello `causalpy` Community,
I would like to propose a new feature that can significantly improve the utility of `causalpy` for experimenters. It is about adding a method for Power Analysis within t…
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Can the API for adding an adjoint rule allow for explicitly specifying the rule for a higher order adjoint?
e.g. `D(sin,x) = v -> v * cos(x)` but I also know that `D(sin,x; n=2) = (v1,v2) -> v2*v1*…
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This would be highly useful for evolving tangent vectors using Jacobian; i.e., for evolving [cocycles](https://en.wikipedia.org/wiki/Oseledets_theorem#Cocycles). This, in turn, can be used for calcul…
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Parameter changes which affect compartment volumes must update the concentrations of the species in the compartments. This is currently not done in AMICI resulting in incorrect initial concentrations/…
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One of the main motivations for adding ```defvjp``` to Jax was to add the [adjoint method](https://github.com/google/jax/blob/master/jax/experimental/ode.py#L274) for taking gradients through ODE solu…
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There is a lot of concern about the black box nature of a browser controlling the data and determining user grouping. Personally, I think an approach of "trust us, we have people's best interests at …
kdeqc updated
3 years ago
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Taking the `Zygote.gradient` through a function of `Taylor1` from TaylorSeries.jl is throws a Method error on NamedTuple with the symbols being the fields of the struct `Taylor1` which are `coeffs` an…
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An effort to create a very simple Decapode, to help simplify diagnosing autodiff through decapode issues.
This is a 1-D harmonic oscillator Decapode:
```
using Catlab
using Catlab.Graphics
using…
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**Update1: The difference disappears if I use 1 instead of 7 subsets, so I guess the issue is related to the definition of the subsets. What is the easiest way to see which views are involved in a sub…