pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Allow more minimal graphviz representation
- Faulty logic to retrieve `tune` from mixed samplers
- BUG: arviz.plot_lm fails on pymc models
- CheckParameterValues not replaced in inner graphs
- Add debug logs for when logrob rewrites don't apply
- Update PyMC Overview NB to use ArViZ best practices
- Implement logprob inference for binary operations
- BUG: automatic data imputation does not work when observed=pm.Data() tensors
- Improve MatrixNormal RandomVariable
- Add icdf functions for distributions
- Docs
- Python not yet supported