Rare Event Sampling

This is the python implementation of Thomas Prellberg's stochastic sampling functions. The prerequisites modules of the functions are the following:

• numpy as np
• random
• matplotlib.pyplot as plt
• scipy.special as sc

The functions implemented are listed below (in order).

1-dimensional random walks

• simple sampling
• biased sampling
• uniform sampling
• perm sampling
• blind perm sampling

2-dimensional random walks

• simple self-avoiding walk (SAW) sampling
• rosenbluth sampling
• perm sampling SAW