Belief networks (also called Bayesian networks or causal networks) are a representation for independence amongst random variables for probabilistic reasoning under uncertainty. The purpose of this tool is to illustrate how probabilities are updated given new evidence in a belief network, and...
|License: Freeware||Size: 634.88 KB||Download (18): Belief and Decision Networks Download|
Learning methods for Bayesian Networks and statistical tools
|License: Freeware||Size: 2.06 MB||Download (19): Structure Learning Package for Bayes Net Toolbox Download|
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...
|License: Freeware||Size: 1.53 MB||Download (23): GlobalMIT toolbox Download|
BNet is an exact Bayesian inference library for C++. This library implements the junction tree algorithm for discrete variable Bayesian networks. Examples are provided to illustrate its capabilities. Installation: type make to compile everything type make doc to compile the documentation...
|License: Freeware||Size: 296.96 KB||Download (79): BNet Download|
JavaBrains is an implementation of common AI algorithms in Java. Current algorithms implemented are: * Neural Networks * Genetic Algorithms * A* Pathfinding I hope to add the following features in the near future: * Bayesian Networks * State Machines * Rule-based inference * Fuzzy logic *...
|License: Freeware||Size: 10.24 KB||Download (16): BitBrains Download|
libDAI is a handy C++ library designed to offer implementations of various inference methods for discrete graphical models. libDAI supports arbitrary factor graphs with discrete variables; this includes discrete Markov Random Fields and Bayesian Networks.
The library is targeted at researchers....
|License: Freeware||Download (27): libDAI Download|
The Java Data Mining Package (JDMP) is a library that provides methods for analyzing data with the help of machine learning algorithms (e.g. clustering, classification, graphical models, neural networks, Bayesian networks, text processing, optimization).
Platforms: Windows, Mac, Linux
|License: Freeware||Size: 1.78 MB||Download (28): Java Data Mining Package Download|
This toolbox is a fully object-oriented toolbox with a GUI for Bayesian Wavelet Networks. It is easy to use.The training method is used here is one of powerfull, off-line training algorithm, called Hybrid Markov Chain Monte Carlo- based Bayesian Approach.Also, You can easily add your own function...
|License: Freeware||Size: 20.48 KB||Download (20): Bayesian Wavelet network-First Version Download|
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
|License: Freeware||Size: 578.2 KB||Download (27): RISO: distributed belief networks Download|
"Agile Supply Demand Networks" is software for analyzing and developing logistics networks. This rapid modelling tool should help decision-making in network architecture design and performance management. ASDN software is Open Source and developed by University of Vaasa, Finland and ABB...
|License: Freeware||Download (57): ASDN - Agile Supply Demand Networks Download|
IntelligenceLab is a set of .NET 2.0-4.0 components for Artificial Intelligence. Includes: Neural networks, Naive Bayesian, Radial Basis Function Network, Self Organizing Map, K-Nearest Neighbor and more. Usage: Speech recognition, Face recognition, Computer vision, Gesture recognition, Robotics,...
|License: Freeware||Size: 66.09 MB||Download (34): IntelligenceLab .NET Download|
A Guestbook with a built-in Bayesian filter against spam
Platforms: Windows, *nix, PHP, BSD
|License: Freeware||Download (30): Guestbook with Bayesian Filter Download|
sux0r - Bayesian RSS is a multi-user RSS aggregator with multi-category Bayesian filtering capabilities. Filtering is the process of using Bayesian statistical methods to classify documents into categories. Right now it's used a lot for spam filtering, but in this script is that after classifying...
Platforms: Windows, Mac, *nix, PHP, BSD Solaris
|License: Freeware||Download (29): sux0r - Bayesian RSS Download|
it is used for genetic algorithm implementation for scheduling in wireless sensor networks
|License: Freeware||Size: 10 KB||Download (21): wireless networks Download|
A simple Bayesian Network example for exact probabilistic inference using Pearl's message-passing algorithm on singly connected graphs.
|License: Freeware||Size: 61.44 KB||Download (18): Modeling Lung Cancer Diagnosis Using Bayesian Network Inference Download|
Used to generate random networks of any size. Necessary parameters only the number of nodes, the largest number of out-arc, the maximum interval between adjacent nodes (node number), and two parameters of beta distribution of , the output to a Excel file
|License: Freeware||Size: 10 KB||Download (18): generate random networks Download|
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...
|License: Freeware||Size: 1.96 MB||Download (18): BayesPI: a new biophysical model for studying protein-DNA interaction Download|
Privare Networks Provides embedded Linux solutions. Freeloader and eLearnix are available for Free download. The Privare Learn Linux Course uses Instructional Multimedia Videos to teach you how to use Linux. Download the Live CD!
|License: Freeware||Size: 238.72 MB||Download (18): Privare Networks Download|
Disk Performance Analyzer for Networks 2.0, is a free tool allowing you to monitor fragmentation across a network quickly and easily. With Disk Performance Analyzer for Networks 2.0, you can identify performance bottlenecks, scan systems from one access point, and pinpoint system problems before...
|License: Freeware||Size: 34.24 MB||Download (124): Disk Performance Analyzer for Networks Download|
GNU Gama is a package for adjustment of geodetic free networks (acronym Gama is formed from words geodesy and mapping). It is written in C++ and currently supports only adjustment in a local carthesian coordinate system; adjustment in global coordinate system is part of new development branch....
|License: Freeware||Size: 614.4 KB||Download (80): Gama Download|