pytensor
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pymc-devs
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
## Description This proposes to add [deptry](https://deptry.com/) to the project, which would automatically detect issues with the project's dependencies, such as unused, transitive, or missing dependencies, similar to what was...
Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 3 to 4. Release notes Sourced from codecov/codecov-action's releases. v4.0.0 v4 of the Codecov Action uses the CLI as the underlying upload. The CLI has helped to...
![dependabot[bot] avatar](https://avatars.githubusercontent.com/in/29110?v=4 "dependabot[bot] avatar"){kind=avatar}
Not sure if this is all that needs to be done. ~The warning message disappeared and sampling provides the same result as without this change. But speed is still the...
## Description Marking this as major, because functionality elsewhere (PyMC) relied on this interpretation Marking as draft as it includes first commit of #664 ## Related Issue - [x] Closes...
This helper uses `max` to broadcast dimensions, but this is wrong because a dim of length 1 should broadcasted to length 0 if that's the length of the other dim...
### Describe the issue: I'm using pymc and pytensor.tensor.fft to do uncertainty quantification in my signal processing. Since the pytensor.tensor.fft functions seem to still be geared toward neural networks, they...
### Description These means we cannot use Blockwise / vectorize trivially (in the cases that would be valid). ```python import pytensor import pytensor.tensor as pt from pytensor.graph.replace import vectorize_graph x...
### Issue with current documentation: https://www.pymc.io/projects/docs/en/stable/api/generated/pymc.math.concatenate.html which is based on the docstring for pytensor.math.concatenate says : ``` Alias for `join`(axis, *tensor_list). This function is similar to `join`, but uses the...
### Description This is marked as a [to-do](https://github.com/pymc-devs/pytensor/blob/28f264834244723ae2ac098f79e139450d16cb36/pytensor/gradient.py#L1791) in the code, along with a suggestion of how to handle it. The whole function could probably be cleaned up while we're...
Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 3 to 4. Release notes Sourced from actions/download-artifact's releases. v4.0.0 What's Changed The release of upload-artifact@v4 and download-artifact@v4 are major changes to the backend architecture of Artifacts....