pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Add core notebook on sample_posterior_predictive for out-of-model predictions
- Is it possible to extend Gibbs for 2d?
- Add rewrite for Mixture when `comp_dists` can be "fused"
- BUG: np.linalg.LinAlgError using multivariate_normal kernel of SMC
- Use same API for defining internal and external Nuts kwargs
- Passing dims=(dim1, dim2) in gp.prior leads to shape inconcistency
- Rename `gp.predict` to `gp.compile_predict`
- JAX backend fails for latent scan variables
- Allow more minimal graphviz representation
- Faulty logic to retrieve `tune` from mixed samplers
- Docs
- Python not yet supported