pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- BUG: Long post-sampling compile times on large models with SMC sampler
- Implement dims CustomDist (alternative impl)
- Fix BaseHMC default mass matrix ignoring requested dtype (GH #8213)
- Recognize affine functions of independent Gaussians as MvNormal logp
- Consider accepting observed in sample_posterior_prodective `freeze_vars`
- Implement icdf for Poisson, Binomial, and NegativeBinomial
- Raveled NUTS setup fails for scan model with length-one dimensioned vector RV
- fix: ensure raveled array uses float64 dtype in DictToArrayBijection (closes #8337)
- Fix ZeroSumTransform logp for non-trailing zero-sum axes
- BUG: ZeroSumTransform jacobian shape breaks on model freeze
- Docs
- Python not yet supported