pymc
pymc copied to clipboard
pymc-devs
Bayesian Modeling and Probabilistic Programming in Python
### Description The current pre-commit workflow should be renamed to mypy and the pre-commit part removed. We should try to run the hooks on the oldest supported Python to get...
If you have questions about a specific use case, or you are not sure whether this is a bug or not, please post it to our discourse channel: https://discourse.pymc.io ##...
## Description ## Related Issue - [x] Closes #7104 - [x] Related to https://github.com/pymc-devs/pytensor/issues/595 ## Checklist - [x] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) - [x] Included tests that...
### Describe the issue: The Jax-based samplers crash after sampling, following the "Transforming variables..." message on medium-to-large models (thousands of rows, hundreds of parameters). This occurs both on GPU and...
### Describe the issue: Fails due to missing jax support for VI ### Reproduceable code example: ```python pm.fit( fn_kwargs=dict(mode="JAX"), ) ``` ``` ### Error message: _No response_ ### PyMC version...
### Description This has no effect besides what shape already does CC @lucianopaz do you remember why this existed? I imagine it had something to do with the old way...
## Description The current behavior of `sample_posterior_predictive` regarding "volatility" and `var_names` is very opaque and error-prone. If you include a model variable in `var_names` it will always be sampled, even...
## Description PyMC users are used to getting an immediate report when there are divergences in the standard NUTS sampler. So I added a warning to be printed in case...
This PR fixes the path for API entries of `Sampler` submodule. ## Description Change the `.. currentmodule::` attribute to the old path prior to `v.5.10.1`. The order of entries is...
## Description This PR aims to solve issue https://github.com/pymc-devs/pymc/issues/6360 and is a cotinuation of the PR https://github.com/pymc-devs/pymc/pull/6685 and PR https://github.com/pymc-devs/pymc/pull/6754 by incorporating RV meta information in intermediate MeasurableVariables. The Measurable...
