pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Implement batch evaluation of RV shapes in get_plates
- Make ifelse logp robust to non-lazy backends
- Fix model_to_graphviz for Flat variables
- customdist graphviz compatibility
- BUG: pytensor config lost in pm.sample(mp_ctx='spawn')
- VI refactor - using numpyro auto-guide design
- Create automatic docstrings for dims module from original distributions
- DOC: pm.sample doesn't use ZarrTrace with numpyro, but docs don't say this
- Infer logp and logcdf of abs of discrete variables
- Consolidate typing for `coords`
- Docs
- Python not yet supported