Bayesian

MailDominion uses an intelligent, fast learning bayesian filter to remove unwanted junk mail from your pop3 server before you run your usual email client. You can change the threshold at which the program decides whether or not the mail is junk. A white list ensures the program will not delete... Platforms: Windows

The Anti-Spam SMTP Proxy (ASSP) Server project aims to create an open source platform-independent SMTP Proxy server which implements auto-whitelists, Bayesian, Greylisting and multiple filter methods. Click 'Browse all files' to download the professional version 2.1.1 build 12090. Platforms: Windows, Mac, Linux

A Bayesian spam filter for SMTP servers, based on Paul Graham's 'A Plan for Spam', http://www.paulgraham.com/spam.html. Includes tools for spam-database maintenance & testing config. parameters. Supports sendmail & postfix; others soon. GPL. Platforms: Mac, BSD, Solaris, Linux

You can filter your email using a bayesian like statistical method. Written in 100% Python, easily extensible, and is used as a pop3 proxy to reduce the intrusion on your system. Platforms: Windows, Mac, Linux

The RDP Classifier is a naive Bayesian classifier that can rapidly and accurately provides taxonomic assignments from domain to genus, with confidence estimates for each assignment. More information can be found at http://rdp.cme.msu.edu/. Platforms: Windows, Mac, Solaris, Linux

RISO: distributed, heterogeneous Bayesian belief networks. Belief network: a probability model defined on an acyclic directed graph; distributed: nodes can be on different hosts; and heterogeneous: allowing different types of conditional distributions. Platforms: Windows, Mac, Linux

SPAM-Buster is a Java application for filtering SPAM based on statistical algorithms (currently Bayesian). The platform independant application can be used as graphical end-user client and additional service for mail server. Platforms: Windows, Mac, Linux

StandBayeMail, a java POP3 proxy with real time bayesian mail filtering Platforms: Windows, Mac, Linux

Linasf is a Spam filter developed completely on PHP. It’s power comes from it’s design, it comprises a Bayesian Filter for a first categorization of content as well as user defined rules, and finally it’s all weighted with an Artificial Neural Network. The power of this design (roughly the... Platforms: Windows, Mac, *nix, PHP, BSD Solaris

HapCluster is a software package for linkage disequilibrium mapping.It is based on a Bayesian Markov-chain Monte Carlo (MCMC) method for fine-scale linkage-disequilibrium gene mapping using high-density marker maps. Platforms: C and C plus plus

GRANGER_CAUSE is a Granger Causality Test. The null hypothesis is that the y does not Granger Cause x. A user specifies the two series, x and y, along with the significance level and the maximum number of lags to be considered. The function chooses the optimal lag length for x and y based on the... Platforms: Matlab

Dynamic Bayesian networks (DBN) are widely applied in modeling various biological networks, including the gene regulatory network. Due to several NP-hardness results on learning static Bayesian network, most methods for learning DBN are heuristic, that employ either local search such as greedy... Platforms: Matlab

To further understand the implementation of hyperparameters re-estimation technique in Bayesian hierarchical model, we added two more prior assumptions over the weight in BayesPI, namely Laplace prior and Cauchy prior, by using the evidence approximation method. In addition, we divided... Platforms: Matlab

The C++ library for bioinformatics and artificial intelligence. Basic abstractions (like attribute, domain, state, etc.), DNA primitives (Nucleotide, Chain, EnergyNucleo, SecStruct, FoldedChain, FoldedPair, Codon, CodonAminoTable, Nussinov algorithm), population genetics primitives (Allele,... Platforms: Mac

Recent studies describe that the level of gene expression between species is positively correlated with the time that has passed since the species split from a common ancestor (Ranz et al., 2006). Moreover, Khaitovich et al. (2004) found a linear relationship between divergence time and... Platforms: Mac

Hotstop is scientific software that allows to extract experimental ion stopping force curves from RBS spectra (as well as to stimate uncertainities) It uses Simulated Annealing and Bayesian Inference algorithms. Platforms: *nix

TaQuilla enables "soft tags" on messages, which are tags set by Bayesian analysis of the message content. Once you enable soft tagging of a particular tag, and train a few messages, then the tag is applied automatically to future messages. Platforms: *nix

602LAN SUITE is an easy-to-install and manage all-in-one network software suite providing secure e-mail services with anti-virus & anti-spam, fax support, built-in firewall with NAT and web content filter proxy for controlled Internet sharing. Combine the content based Bayesian antispam filter,... Platforms: Windows

Matador Spam Fighter avoids all unsolicited emails from collapsing your inbox. A great improved bayesian filter analyzes each email content and determines it spam probability against the knowledge acquired by automatically learning from your existing emails. Matador Spam Fighter is completely... Platforms: Windows

Spam Terrier brings comprehensive antispam protection to users of varying computer skills. It comes free and doesn't stress even a low-end computer. Effortlessly integrating into Outlook and Outlook Express, the program provides a wide array of filtering options, including self-learning... Platforms: Windows