PyMC is an open-source probabilistic programming library for Python that facilitates Bayesian statistical modeling and inference. It allows users to define complex statistical models using a high-level syntax and provides tools for implementing Markov Chain Monte Carlo (MCMC) methods and other advanced sampling techniques, such as Variational Inference and Hamiltonian Monte Carlo (HMC).
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