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I've found a potential bug, which is related to multiplication/division of variables of type `autodiff:var` with `double` and `Eigen::Vector3d`. While the following expression compiles without any iss…
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Subtask of #68901
Implement the closure optimization that is specialized towards the linear map tuples / enums produced by autodiff. In particular, as in example above, if we see the particular cl…
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HIPS/autograd entered into unmaintained status, so we should plan to move away from it.
1. Fork it and maintain it ourselves.
2. Choose a different library like JAX, tinygrad, any other options?
…
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### Example
```rust
extern crate acme;
use acme::{autodiff, operator};
fn main() {
let x = 5f64;
let (z, dz) = (sigmoid(x), sigmoid_prime(x));
assert_eq!(autodiff!(lex x: …
FL03 updated
4 months ago
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I rebuild my docker container with autodiff and now it fails unfortunately.
The autodiff specific command is:
```sh
RUN git clone https://github.com/autodiff/autodiff && \
cd autodiff/ && \
…
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Hi @JamesYang007!
This repo seems pretty nice, especially your philosophy as laid out in [your paper](https://arxiv.org/abs/2102.03681) of arguing the benefit of having a pair of pointers of matric…
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Such as:
```
#include
#include
typedef autodiff::dual2nd valuestype;
valuestype function1(valuestype x, valuestype y,valuestype z) {
return log(x) + log(y + z) + sin(x) / pow(y, 2.5);
}
…
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Hello AllanLeal,
i stumbled upon your library and would like it to support me during learning how to implement scientific code in C++. I really like it for its clarity and simplicity.
I tried to…
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Hi @oschulz!
Now that [DifferentiationInterface.jl](https://github.com/gdalle/DifferentiationInterface.jl) is getting more and more mature, would you be interested in switching this package and its d…
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![autodiff_roadmap_svg](https://user-images.githubusercontent.com/33411325/170226565-0fc8663c-4e31-4842-85d1-9e09abdff817.svg)
I would like to propose an initial roadmap of the Automatic differe…