Welcome to pfunk’s documentation!

Python Fresco UNcertainty Funkutation

pfunk is a set of python modules that helps create likelihood functions and prior probabilities for Bayesian inference.

Contents:

• API
  • fresco_classes
  • model
  • model_fit
  • sampler
  • utilities
• Basic Usage
  • Maximum Likelihood Fit ( i.e., a \(\chi^2\)-fit)
  • A Simple Bayesian Fit
  • Nested Sampling
• Notebooks
  • \(\chi^2\) Example
  • Simple Bayesian Example
  • Nested