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### Describe the issue:
```
============================================================================================================ ERRORS ======================================================…
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PyMC, through PyTensor, can compile to JAX. It should thus be possible to add it here as a modeling language.
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I am trying to run a PyMC model with the nutpie sampler, but initialization seems to be very slow and sampling does not start with these Warning statements:
```
C:\Users\TsubasaTakaya\miniconda3\env…
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Dear @domeckert,
When I install pyproffit in an environment with numpy version 1.26.4, which is the default these days, I get the following error when the module is imported.
```
>>> import pypro…
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### Description
The easiest way to give PyTensor users global (not fine-grained) control over CPU/GPU for the PyTorch backend would be the `set_default_device`/`with_device`. However, this may bee to…
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In `BaseDelayedSaturatedMMM`, the `channel_contributions_forward_pass()` method calls `eval()` on the pytensor value to be returned ([here](https://github.com/pymc-labs/pymc-marketing/blob/3a9db517d1d…
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I'm wondering why in the budget optimizer analytical gradients are not used instead of finite difference since they are faster and more accurate. With large dataset finite difference doesn't seem feas…
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I'm one of the maintainers of pytensor (a fork of the Theano library for tensor computations), a core dependency of the popular Bayesian modeling package [PyMC](www.pymc.io). PyTensor compiles code on…
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### Describe the issue:
I followed the example described here: https://pytensor.readthedocs.io/en/latest/library/d3viz/index.html
I did not change any line of the example code provided and every…
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### Describe the issue:
Given a table with three columns X1, X2, and Y, I am trying to get independent Bayesian models for the variable Y for each value of X1 and X2. This is why I'm trying to parall…