pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Unify `distributions/transform.py` and `logprob/transform.py`
- Scan logprob fails when unvalued stochastic outputs are returned
- Helper to sample from constrained prior
- Do not reference model variables in GP internals
- `sample_posterior_predictive` does not consider changes in "ConstantData" and "Constant coords"
- Numpyro keep warmup
- BUG: pm.Data converting matrix int to float
- compute_log_likelihood for large datasets
- Documentation for logprob module
- DOC: pm.sampling.jax functions are not included in PyMC docs
- Docs
- Python not yet supported