pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- `compile_forward_sampling_function` does not take into consideration shape of variables in trace
- For smc.py, add to the attributes section under SMC_KERNEL class
- Stop squeezing stats by default
- Support sparse sample stats
- Generalization of logp test comparison to facilitate relative and/or absolute comparison
- Add `no releasenotes` label to PRs by Autoupdate pre-commit config
- `var_names` in `sample_numpyro_nuts` not working
- Implement transforms for discrete variables
- Implement DiffTransform for RandomWalk distributions
- Doc string terminology for unnamed distributions created via .dist()
- Docs
- Python not yet supported