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Some examples / text from a conversation with @harshithamenon I'm copying here so we don't lose/forget about, and we can reincorporate into docs: https://fwd.gymni.ch/WfDU2f
```c
#include
#inclu…
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Hi Allan Leal,
the Autodiff tool is very cool!
I looked into your code and stumbled into the following problem when i wanted to insert Autodiff in my code
When i try to differentiate a member fun…
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**Concisely describe the proposed feature**
I would like to add real function support so that no more IR spam space wasting and finally support recursion.
**Describe the solution you'd like (if an…
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Hi,
I want to test some operators with auto-scheduler. So currently, we have an auto-scheduler in halide master branch and a simple auto-scheduler here.
I know this simple auto-scheduler also sup…
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## Description
We should have L1 and L2 norm functions in the Stan language. They have to be implemented in the math library first, which is what this PR is for. We want the functions, but ideall…
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In the definition of type `Real`:
~~~c++
template
class Real
{
...
};
~~~
Ensure `T` is a numeric type (not necessarily standard number types such as float, double, but also permit other c…
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I'm writing this issue to capture some of the ideas mentioned in a private discussion with @wsmoses about the future C++ interface. I'm hoping that this will increase visibility and allow other contri…
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### Discussed in https://github.com/google/jax/discussions/8782
Originally posted by **DanPuzzuoli** December 2, 2021
Hi,
I've seen a bunch of discussions and issues surrounding this so I …
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This example, taken directly from the docs, either always returns 0 for the derivative (`debug`) or does not even compile (`release`):
```rust
#![feature(autodiff)]
#[autodiff(df, Reverse, Acti…
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I will admit i am not confident this is in fact a bug. Still it seems like odd behaviour and it took me a few hours to pin-point the NaN-source.
Minimal reproducing example:
```python
import jax…