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The function returned by the JAX compiler in Aesara systematically returns a `DeviceArray` when JAX does not necessarily:
```python
import aesara
import aesara.tensor as at
import jax
import …
rlouf updated
2 years ago
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Steps taken to install
```sh
uv venv
source .venv/bin/activate
uv pip install peak-performance
```
Example code
```py
import pandas
import numpy as np
import arviz as az
from pathlib …
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When sampling several chains with SMC, the different chains sometimes run a different number of stages. As a consequence, the beta, accept_rate and log_marginal_likelihood variables in the sample_stat…
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**Describe the bug**
Trying to compute the flux of any star or system with a star that includes non-uniform limb darkening (any udeg > 0) gives me a lengthy traceback that says "Elliptic integral CEL…
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### Is your feature request related to a problem? Please describe.
_No response_
### Describe the solution you'd like.
It would be nice to add an argument `regularized: bool` and have the possibili…
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### Description
This adds a lot of complexity for little user benefit (most don't know about this functionality in the first place)
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It would be nice to build a model, and then be able to fit it on new data, rather than having to recompile it. I currently do not see a data argument for `Model.fit`, but I'm also not sure if this wou…
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Hi there,
Thanks for such an amazing package. It's made my life hell of a lot easier!
One question: I can't figure out how to get the standard errors on the best fit parameters for the non-power…
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### Describe the issue:
I get failures near the beginning of sampling when running models on Linux. They are coming from the multiprocessing library. I can usually work around them by simply restar…
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There are various combinations of issues with some of the version combinations: fix compatibility with the latest releases. We need to be more specific of the requirements as the doc currently only st…