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beaucronin / crp_generator.py
Created October 9, 2011 16:37
A Python generator for the Chinese Restaurant Process
from random import random
def crpgen(N = None, alpha = 1.0):
"""
A generator that implements the Chinese Restaurant Process
"""
counts = []
n = 0
while N == None or n < N:
# Compute the (unnormalized) probabilities of assigning the new object