Probabilistic Functional Programming in Haskell

Contact:

Martin Erwig, Oregon State University, erwig@eecs.oregonstate.edu

These files have been tested with GHC 6.4

Core Library files:

Show.hs Pretty Printing

ListUtils.hs

PrintList.hs

Probability.hs Core probabilistic module

Visualize.hs Visualization system for use with R

Examples:

Barber.hs An example of the queueing system

BayesianNetwork.hs Implementing Bayesian networks

Boys.hs A statistical examples

NBoys.hs A generalized version of the previous

Collection.hs Collections and two examples:

Marbles and cards

Dice.hs Rolling dice

MontyHall.hs The "Monty Hall" Game (statistical)

Predator.hs Non-probabilistic, demonstrates visualization

TreeGrowth.hs A simple tree growth example

Visualize output is placed in the file FuSE.R which can be loaded into the

R statistical program to see visualizations.

Randomized values can be displayed to the console using the printR

function, which shows the value from a IO monad function.