pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Add `model_to_minibatch` transformation to convert all `pm.Data` to `pm.Minibatch`
- Add rewrites with RV reparametrization tricks
- support elementwise add/sub of NormalRVs
- Draft external sampler API
- Use `narwhals` as dataframe-agnostic backend
- Remove `tune` stat from steps and fix non-discarding of tuning draws from trace
- SMC Multiprocessing and Progress Bar Refactor
- Upgrade zarr dependency to >= 3.x.x
- Speedup logp-related functions
- Further explanation when Potentials have impact on posterior sampling
- Docs
- Python not yet supported