Bayesian Modeling in Python (by pymc-devs)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better PyMC alternative or higher similarity.

PyMC reviews and mentions

Posts with mentions or reviews of PyMC. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-06.
  • What is Probabilistic Programming?
    4 projects | | 6 Sep 2021
    This tutorial explains what is probabilistic programming & provides a review of 5 frameworks (PPLs) using an example taken from Chapter 4 of Statistical Rethinking by Dr. Richard McElreath. Frameworks (PPLs) reviewed are - Stan ( PyMC3 ( Tensorflow Probability ( Pyro/NumPyro ( Turing.jl ( I also provide the basic review of a great library called arviz (, which can be used for all the above-mentioned PPLs to do Exploratory Data Analysis of Bayesian Models. Here is the link to the notebook in which I have implemented the example model using the above Frameworks/PPLs


Basic PyMC repo stats
5 days ago

pymc-devs/pymc is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of PyMC is Python.

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