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Showing content from https://www.pymc.io/projects/docs/en/latest/learn.html below:

Learn PyMC & Bayesian modeling — PyMC dev documentation

• Book: Bayesian Analysis with Python

• Book: Bayesian Methods for Hackers

• Introductory Overview of PyMC shows PyMC 4.0 code in action

• Example notebooks: PyMC Example Gallery

  • GLM: Linear regression

  • Prior and Posterior Predictive Checks

  • Comparing models: Model comparison

  • Shapes and dimensionality Distribution Dimensionality

• Videos and Podcasts

• Book: Bayesian Modeling and Computation in Python

• Experimental and cutting edge functionality: pmx:index library

• PyMC internals guides (To be outlined and referenced here once pymc#5538 is addressed)

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