Directory: Top/Computers/Artificial_Intelligence/Machine

Top / Computers / Artificial_Intelligence / Machine_Learning / Software /

Machine Learning and Data Mining Software
Index of software links for computer learning software. Scroll down. [FREE]
http://www.sciencemag.org/feature/data/compsci/machine_learning.dtl
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SUrrogate MOdeling (SUMO) Toolbox
A Matlab toolbox that automatically builds surrogate models of a given data source within the accuracy and time constraints set by the user. Some key features are the inclusion of scalable regression models, knowledge discovery, best-in-class modelling
http://www.sumo.intec.ugent.be/?q=SUMO_toolbox
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Genetic Algorithm Projects at SourceForge.net
A large collection of algorithm projects with complete sourcecode. [GPL]
http://sourceforge.net/softwaremap/trove_list.php?form_cat=621
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Intelligent Software Agent Projects at Sourceforge.net
A large collection of Intelligent Agent projects complete with sourcecode. [GPL]
http://sourceforge.net/softwaremap/trove_list.php?form_cat=591
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JProGraM -- PRObabilistic GRAphical Models in Java
JProGraM is a machine learning library which supports learning and inference algorithms for Bayesian networks, Markov random fields, hybrid random fields, probabilistic decision trees, dependency networks, and Parzen windows. [GPL]
http://www.dii.unisi.it/%7efreno/JProGraM.html
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AliceBOT
The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language). [FREE]
http://alicebot.blogspot.com/
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The Lisa Project
A production rule based system implemented in a Common Lisp Object System (CLOS) for the development of Lisp based intelligent software agents. [LGPL]
http://lisa.sourceforge.net/
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The Leibniz Software System
A formal system for constructing artificial intelligent software agents from the book, 'Design of Logic-based Intelligent Systems' covering such topics as production rules, neural nets, support vector machines, fuzzy logic, and Bayesian networks. Li
http://www.utdallas.edu/~klaus/Leibnizprogram/leibnizmain.html
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Nieme: Classification, Regression, Ranking and Reinforcement Learning
A machine learning library for classification, regression, ranking and reinforcement learning. It implements several well-known algorithms and is specially designed for large-scale applications. [GPL]
http://nieme.lip6.fr/
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aiParts
C++ classes for multi-decision problems implimenying the High-Hope technique with sample programs. [MIT]
http://www.agt.net/public/bmarshal/aiparts/index.htm
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