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Sourceforge.net has 3,278 URLs listed in 1,610 Dmoz categories.

Bayes++: Open Source Bayesian Filtering Classes
A library of C++ classes for Bayesian Filtering of discrete systems. [MIT]
http://bayesclasses.sourceforge.net/Bayes++.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

VIBES: Variational Inference for Bayesian Networks
A software package which allows variance-modeled posterior inference to be performed automatically on a Bayesian network. [GPL]
http://vibes.sourceforge.net/
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

SenseClusters
Programs to cluster similar contexts together using unsupervised knowledge-lean methods for word sense discrimination, email categorization, and name discrimination. Written in Perl. [GNU]
http://senseclusters.sourceforge.net/
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

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
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

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
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

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/
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

N.I.C.O.L.E.
"Nearly Intelligent Computer Operated Language Examiner" - NICOLE is a theory or experiment that if a computer is given enough combinations of how words, phrases and sentences are related to one another, it could talk back to you.
http://sourceforge.net/projects/nicole/
Top/Computers/Artificial_Intelligence/Natural_Language/Chatterbots

EBBA: Emotion Based Brain Android
EBBA is an open-source project aiming to develop an advanced chatbot by combining AIML, 3d facial expressions, speech synthesizer and iq-test solving functionality.
http://sourceforge.net/projects/ebba/
Top/Computers/Artificial_Intelligence/Natural_Language/Chatterbots

Program E
PHP implementation of AIML interpreter. Program E is an AIML chat bot written using PHP and MySQL.
http://sourceforge.net/projects/programe/
Top/Computers/Artificial_Intelligence/Natural_Language/Chatterbots/ALICE

PyAIML (a.k.a. Program Y) - A Python AIML Interpreter
PyAIML is an interpreter for AIML (Artificial Intelligence Markup Language), implemented in 100% pure standard Python.
http://pyaiml.sourceforge.net/
Top/Computers/Artificial_Intelligence/Natural_Language/Chatterbots/ALICE