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Currently, our imports are a bit of a mess. We have all of `tools` available under the highest level, we have `synth` and `synthesis`, `simul` and `simulate` all available. Should clean this up, which…
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What should we do with domain errors? The easiest solution would be to use std::nan() for the values and gradients, but then errors could not be traced back to their source. Alternatively, we can th…
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### Description
when conforming a type to a protocol that has marked a method with `@differentiable` I get a crash.
### Reproduction
```swift
import _Differentiation
struct Wrapper {
…
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```julia
module MWE
import LogDensityProblems
using Turing: @model, MvNormal, LogDensityFunction
using Enzyme
@model function satellite_model_matrix(::Type{TV}=Matrix{Float64}) where {TV}
…
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Hi devs, looks like a really nice library. I've been looking for a Jax-native root finding method that supports `vmap` for some time. Currently I am using an external call to `scipy.optimize.root` tog…
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#### Summary:
@syclik claims that if we try to build all the models in `stan-dev/stan/test-models/good` for `fvar` that they will break because second-order autodiff isn't complete.
#### Descrip…
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I have developed some code for hierarchical networks in `quimb` where all the tensors except the root are isometries (think MERA's and hierarchical tucker). The idea was to develop methods to truncate…
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Hello,
I am having trouble understanding how to set up the logp function for my use case, specifically the gradient term. I have managed to implement my model using [emcee](https://docs.rs/emcee/la…
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## Introduction: How would you simulate gradients
If you want to simulate the gradient of a random function $Z$, it turns out that you simply need to take derivatives of the covariance funcion, as …
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**Describe the bug**
I'm trying to create an implementation of the YOLO9000/YOLOv2 network in Burn with the WGPU backend.
Creating the network works and I can also run it, but I can't use batch size…