BayesFit's API documentation

Getting started with Bayesfit

• Installation
  • Method 1: pip install bayesfit
  • Method 2: Installing via setup.py from Github repository
• Basic Usage Example
  • Example 1 : Maximum Likelihood Estimation (MLE)
  • Example 2 : MLE with additional options
  • Example 3 : Bayesian Inference
  • Example 4 : Batch fitting

Main function

• bayesfit.fitmodel - Main function used to fit models

Plotting functions

• bayesfit.plot_psyfcn - Plot psychometric function
• bayesfit.plot_priors - Plot prior distributions
• bayesfit.plot_marginals - Plot marginal distributions
• bayesfit.plot_posterior - Plot posterior surface

Utility functions

• bayesfit.get_threshold - Extract threshold from fitted model
• bayesfit.deviance - Compute deviance
• bayesfit.pearson_chisqr - Compute Pearson's Chi-squared
• bayesfit.bci - Bayesian Credible Interval (BCI)

Having an issue with BayesFit?

• Issues Tracker on GitHub

API documentation

• Index

• Module Index

• Search Page