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Bayesian Modeling and Probabilistic Programming in Python

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> These currently end up having an empty docstring: https://pymcio--7820.org.readthedocs.build/projects/docs/en/7820/api/dims/generated/pymc.dims.Flat.html. Is it possible to dynamically copy the docstring from the "regular" distribution? > > For vector distributions or transforms we...

docs
dims

### Description This is currently not possible to do correctly: ```python import pymc as pm with pm.Model(coords={"time": range(4)}) as m: x = pm.Normal("x", dims=("time",)) pm.Deterministic("x[1:]", x[1:], dims=("time",)) idata = pm.sample()...

trace-backend
model

## Description Updated the README to include a new sponsor logo and changed the layout of the sponsor section to a 1x3 grid view using reStructuredText tables for better visual...

docs

## Description Update the link to statsmodels package: https://www.statsmodels.org/ ## Related Issue - [ ] Closes # - [ ] Related to # ## Checklist - [ ] Checked that...

### Describe the issue: pm.gp.Marginal.conditional need a array-like type variable. I input a ndarray type variable,which raise a valueError (setting an array element with a sequence).I suppose it should be...

bug

### Issue with current documentation: The sponsors list here is outdated. Should also have a section for "Past Sponsors". https://github.com/pymc-devs/pymc/blob/main/README.rst ### References References https://github.com/pymc-devs/pymc.io/pull/107#issue-3201174763 ### Idea or request for content:...

docs

### Describe the issue: If I sample the prior predictive while using DiscreteUniform as a prior I get the error `AssertionError: FunctionGraph(Floor(x))`, where "x" is the value of the upper...

winOS
pytensor
installation