贝页斯和信念网络分类软件
来源：
作者：unkonwn
时间：2004-12-08
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commercial:
- AgenaRisk, visual tool, combining Bayesian networks and statistical simulation (Free one month evaluation).
- Analytica, influence diagram-based, visual environment for creating and analyzing probabilistic models (Win/Mac).
- AT-Sigma Data Chopper, for analysis of databases and finding causal relationships.
- BayesiaLab, complete set of Bayesian network tools, including supervised and unsupervised learning, and analysis toolbox.
- Bayesware Discoverer 1.0, an automated modeling tool able to extract a Bayesian network from data by searching for the most probable model
- BNet, includes BNet.Builder for rapidly creating Belief Networks, entering information, and getting results and BNet.EngineKit for incorporating Belief Network Technology in your applications.
- DXpress, Windows based tool for building and compiling Bayes Networks.
- Ergo(tm), Bayesian Network Editor and Solver (Win and Mac demos available)
- Flint, combines bayesian networks, certainty factors and fuzzy logic within a logic programming rules-based environment.
- HUGIN, full suite of Bayesian Network reasoning tools
- KnowledgeMiner , uses self-organizing neural networks to discover problem structure (Mac platform)
- Netica, bayesian network tools (Win 95/NT), demo available.
- PrecisionTree, an add-in for Microsoft Excel for building decision trees and influence diagrams directly in the spreadsheet
free:
- BAYDA 1.0
- Bayesian belief network software (Win95/98/NT/2000), from J. Cheng, including
BN PowerConstructor: An efficient system for learning BN structures and parameters from data. Constantly updated since 1997.
BN PowerPredictor: A data mining program for data modeling/classification/prediction. It extends BN PowerConstructor to BN based classifier learning.
- Bayesian Logistic Regression Software, for large-scale Bayesian logistic regression (Windows and Linux)
- Bayesian Network tools in Java (BNJ): an open-source suite of Java tools for probabilistic learning and reasoning (Kansas State University KDD Lab)
- FDEP, induces functional dependencies from a given input relation. (GNU C).
- GeNIe, decision modeling environment implementing influence diagrams and Bayesian networks (Windows). Has over 2000 users.
- JavaBayes
- jBNC, a Java toolkit for training, testing, and applying Bayesian Network Classifiers.
- MSBN: Microsoft Belief Network Tools, tools for creation, assessment and evaluation of Bayesian belief networks. Free for non-commercial research users.
- PNL, Intel Open-Source Probabilistic Network Library
- Pulcinella, tool for Propagating Uncertainty through Local Computations based on the Shenoy and Shafer framework. (Common Lisp)
