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Bootstrap Probability scripts

Drupal Automated Staging Toolkit

... developers / testers / admins repeatedly perform to bootstrap a new Drupal site. DAST build files complement ... Drupal site. So once the site has been bootstrapped, everything related to configuration and customization can then be handled by installation profiles - that's their purpose.DAST is a PHP CLI application for *nix/Window ...
PHP
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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

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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