PyMC

PyMC is a Python library that facilitates Bayesian statistical modeling, allowing users to build and analyze models that incorporate uncertainty naturally. It enables you to specify complex probabilistic relationships between variables, then uses advanced algorithms to infer the most likely explanations or predictions based on observed data. Essentially, PyMC helps turn data into insights by quantifying what is known and what remains uncertain, supporting more informed decision-making in research, engineering, finance, and other fields.