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Probability Computation scripts

Cerberus Helpdesk

... and trainable Bayesian spam filter, which gives a probability rating on whether or not a given message is spam. A group of "interesting" words are sampled based on their deviation from uninteresting words found in your e-mail, by being either extremely innocent (e.g., your company name) or extremely spammy (e.g., ...
PHP
Cerberus Helpdesk downloadDownload

Fast expression evaluator

... code provides you a pluggable library for fast computation of mathematical expressions in C programs with x86 JIT compiler. ...
C/C++
Fast expression evaluator downloadDownload

NumExp

... is a family of open-source applications for numerical computation.It is based on a server with the NumExp core functionalities. This server comunicates with potencial clients using a simple Corba interface. ...
Python
NumExp downloadDownload

Rabin Miller probabilistic prime test

... potential prime, it can only lie with a probability of at most 1/4. With this script, you ... liar over some number of trials, and the probability of us not catching at least one liar ... trials. Removing mathematical rigor will suggest that the probability of the value being prime after k trials ...
Python
Rabin Miller probabilistic prime test downloadDownload

Weighted choice

This script uses fact that any probability distributions can be sampled by computing the cumulative distribution, drawing a random number from 0 to 1, and finding the x-value where that number is attained on the cumulative distribution. The searchsorted(..) function performs this search. This script return random samples of cumulative ...
Python
Weighted choice downloadDownload

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