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PyMC 6.0 and PyTensor 3.0 Release Announcement

PyMC 6.0 and PyTensor 3.0 introduce easier installation, the default Numba backend, faster sampling with nutpie, named dimensions, and integration with ArviZ >= 1.0. This release announcement explains the changes and how to get started.

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Getting Started with PyMC

Chris Fonnesbeck presented fundamentals, tips and best practices for using PyMC.

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Meet our 2025 GSoC PyMC Interns

We are excited to introduce to the community our cohort of 2025 Interns working on PyMC.

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PyMC is Participating in GSoC 2025

PyMC is participating in 2025 Google Summer of Code (GSoC).

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Meet our 2023 PyMC Interns

We are excited to introduce to the community our cohort of 2023 Interns working on PyMC, Aesara and Bambi.

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PyMC: Past, Present, and Future

Summary of Chris Fonnesbeck’s PyMCon 2020 keynote.

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PyMC forked Aesara to PyTensor

The PyMC team would like to announce that we have forked the Aesara project.

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Probabilistic Python: An Introduction to Bayesian Modeling with PyMC

Chris Fonnesbeck gave a talk on Bayesian Modeling at PyData London 2022. Here is a summary blog of the talk.

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Meet our 2022 PyMC Google Summer of Code Students

We are excited to introduce to the community our cohort of GSoC students working on PyMC, Aesara and Bambi.

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Dev Sprint: Getting the PyMC v4.0 Release Out

The PyMC team coordinated a development hackathon in May/June 2022 to complete updates and documentation in order to release v4.0 of the PyMC library.

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PyMC 4.0 Release Announcement

This is the June 2022 release announcement of PyMC 4.0, kept for historical reference. PyMC is now at version 6 — read the PyMC 6.0 announcement or jump straight to the installation guide and example gallery for current PyMC.

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Welcome to the PyMC blog

The PyMC project is creating a project website to complement our documentation!

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