Open-source Bayesian statistical modelling tool for MCMC, hierarchical models and uncertainty analysis.
PyMC is an open-source Python tool for Bayesian statistical modelling, used for MCMC, hierarchical models, generalised linear models, time series, uncertainty quantification and building probabilistic models.
Use cases: Bayesian statistics, MCMC, hierarchical models, uncertainty analysis, Python modelling
Note: Bayesian models need clearly specified priors, likelihoods and diagnostics; do not rely on default output alone.
