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## Describe the bug
There is a serious memory leak in SophiaH, making it completely unusable in nearly all real-world scenarios.
## To Reproduce
* OS : Linux
* PyTorch version : 2.4.1
* Pyt…
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I was wondering is it possible to define both custom vjp and jvp for a function?
```
from jax import custom_vjp, custom_jvp, jacfwd, jacrev
def f(x):
return x
f = custom_jvp(f)
f.d…
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This is because of the operator `%*%` in R is only S4 generic but not S3 generic, so `%*%` on `JuliaObject` can't be overloaded currently....
From the R documentation of `matmult`, `%*%`
```
This o…
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TL;DR: We’re implementing a prototype torch.vmap (inspired by jax.vmap) for PyTorch and are looking for early adopters! Please go to https://github.com/pytorch/functorch and follow installation instru…
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I think I would like to get into a proper way of handling AD on manifolds. I know we have quite some issues open here (#17, JuliaManifolds/Manifolds.jl#42, JuliaManifolds/ManifoldDiff.jl#27, JuliaMani…
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Hi all, thanks for the phenomenal library. We're already using it in several statistical genetics methods in my group!
I've been porting over some older code of mine to use optimistix, rather than …
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Hello, thanks for providing this much needed package for DEG analysis of single cells from multiple subjects.
I am trying to use the mixed modeling approach using _mmDS_() however am receiving an …
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I am new to `glmmTMB` and I really like what this package offers. The research problem I encounter requires implementing new family, i.e. zero-one truncated Poisson distribution (we observe only y>=2 …
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There is a series of related open/closed issues and pull requests on the topic of the usage of assumptions in the `sympy.physics.vector` and `sympy.physics.mechanics` modules. Here is the list I found…
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@Kausta found a bug in the cat/uncat higher order gradients implementing R1 regularization. I am moving from email to this github issue to follow up. Here is his error description:
> The current im…