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PyMC (Modern successor to PyMC3)

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library 5.28.4 ·python
verified Jun 30, 2026

PyMC is the current Python library for probabilistic programming, focusing on Bayesian statistical modeling and inference. It is the active successor to the deprecated `pymc3` library. PyMC allows users to build and analyze complex statistical models using an intuitive syntax, leveraging PyTensor (a re-engineered Theano) as its computational backend. The library is actively developed, with its current major version being 5.x, and receives frequent minor updates with bugfixes and new features.

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