pymc
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pymc-devs
Bayesian Modeling and Probabilistic Programming in Python
### Describe the issue: Wrapping a covariance function with `stabilize` causes a failure. Not sure why it is expecting a tensor variable. ### Reproduceable code example: ```python import pymc as...
## Description First time contributor to open-source and the project for me. I updated the docstring of BinaryGibbsMetropolis to follow numpydoc format. I also updated the Metropolis __init__ while trying...
## Description add an argument `n_outputs` to `gp.Latnet` class with default value = 1 ## Related Issue - [x] Related to #7152 ## Checklist - [x] Checked that [the pre-commit...
## Description ## Related Issue - [X] Closes #7046 - [ ] Related to # ## Checklist - [ ] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) - [ ]...
The [Jupyter style guide](https://www.pymc.io/projects/docs/en/latest/contributing/jupyter_style.html#myst-guidelines) is adamant that we should "**never** use url links to refer to other notebooks, PyMC documentation or other python libraries", but doesn't provide clear examples for...
### Describe the issue: While working on the HSGP tutorial with @bwengals, we discovered out-of-sample predictions are wrong when the range of the X domain changes, because `L`, the parameter...
https://github.com/pymc-devs/pymc/blob/22e8f0bb4a02d874856438065efa7b3ef2645e13/.github/workflows/release.yml#L18 Probably should be updated?
As discussed with @ricardoV94, currently, we can change observations with the `do` operator *only* for a model that has no observations, i.e only free or deterministic variables: ### Before ```python...
### Describe the issue: a41d5244b8ec78372751924ba0484ed02d57b2cb included the `testing.py` module at the root level of `pymc`. [setup.py](https://github.com/pymc-devs/pymc/blob/main/setup.py#L75) says that the install requires are taken from [requirements.txt](https://github.com/pymc-devs/pymc/blob/main/requirements.txt), and that file does not...
Let me begin with saying that global variables are evil and nobody should be using them. For things like #4372 it would be really useful to have a place where...
