BUGS is a piece of computer software for the Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods. Software for several platforms is available for downloading, and all the manuals are also available online or in downloadable formats.

Sequence Alignment and Modeling System SAM-T99 HMM WWW Servers SAM 3.2 is available! The SAM documentation (the 150+ page, 1.5+ MB manual is also available in PDF and PS) discusses the changes from previous versions. If you are a college, university, U.S. government lab, or nonprofit, there is a free license to fill out and return by fax or hardcopy to UCSC. Otherwise, please request more ...

Weka 3 -- Machine Learning Software in Java Weka is a collection of machine learning algorithms for solving real-world data mining problems. It is written in Java and runs on almost any platform. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka is also well-suited for developing new machine learning schemes. Weka is open source software issued ...

Meta-MEME is a software toolkit for building and using motif-based hidden Markov models of DNA and proteins. The input to Meta-MEME is a set of similar protein sequences, as well as a set of motif models discovered by MEME. Meta-MEME combines these models into a single, motif-based hidden Markov model and uses this model to produce a multiple alignment of the original set of sequences and to ...

Support vector machines ...

The AutoClass Project Contents Introduction Contacts Current Work Future Work References (and gif files) AutoClass III -- An unsupervised Bayesian classification program in Lisp AutoClass X -- An experimental extension of AutoClass III in Lisp AutoClass C -- A public domain version of AutoClass III in C Bayesian Learning Group Introduction In previous years, the Bayes group at Ames Research ...

WinMine Toolkit Home Page What is the WinMine Toolit The WinMine Toolkit is a set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. The majority of the tools are command-line executables that can be run in scripts. Click here or on the icon to see an overview of the files that come with the toolkit. Download the WinMine Toolkit Simply click here or on the ...

Communication Systems Information Systems Technology Lincoln Laboratory Massachusetts Institute of Technology 244 Wood Street Lexington, MA 02420-9108 Phone (781) 981-5500 webmaster@ll.mit.edu Information Systems Technology Group LNKnet Pattern Classification Software LNKnet is a software package developed at MIT Lincoln Laboratory which integrates more than 20 neural network, statistical, and ...