pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Improve support for `dims` in `LKJCholeskyCov`
- Update metropolis.py
- Issue compiling pytensor functions in multiple processes
- 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"
- Derive probability for broadcasting operations
- Distributed type hints
- Avoid creating float64 tensors in VI when possible
- BUG: np.linalg.LinAlgError using multivariate_normal kernel of SMC
- Docs
- Python not yet supported