BayesPy – Bayesian Python

• Introduction
  • Project information
  • Similar projects
  • Contributors
  • Version history
• User guide
  • Installation
  • Quick start guide
  • Constructing the model
  • Performing inference
  • Examining the results
  • Advanced topics
• Examples
  • Multinomial distribution: bags of marbles
  • Linear regression
  • Gaussian mixture model
  • Bernoulli mixture model
  • Hidden Markov model
  • Principal component analysis
  • Linear state-space model
  • Latent Dirichlet allocation
• Developer guide
  • Workflow
  • Variational message passing
  • Implementing inference engines
  • Implementing nodes
• User API
  • bayespy.nodes
  • bayespy.inference
  • bayespy.plot
• Developer API
  • Developer nodes
  • Moments
  • Distributions
  • Utility functions

• Bibliography

• Index

• Module Index

• Search Page