PyMC download | SourceForge.net

PyMC is a Python library for probabilistic programming focused on Bayesian statistical modeling and machine learning. Built on top of computational tools like Aesara and NumPy, PyMC allows users to define models using intuitive syntax and perform inference using MCMC, variational inference, and other advanced algorithms. It’s widely used in scientific research, data science, and decision modeling.

Features

Define probabilistic models using Python syntax
Bayesian inference with MCMC and VI
Rich diagnostics and posterior analysis tools
Supports custom distributions and likelihoods
Integrates with NumPy, pandas, and JAX
Visualization tools with ArviZ integration

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Statistics Software

Registered

2025-07-02

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