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An experimental unsupervised learning method for improvising jazz melodies, based on restricted Boltzmann machines (RBMs) layered into Deep Belief Networks (forms of neural networks).
This project is aimed at making a complete flexible Neural network library in Java. The library works fine with most complex problems.Future targets: Configurable Learning rate and momentum. More details at http://www.w3avatar.com
The Neurpheus Morphological Analyser performs morphological analysis, stemming or word form generation tasks using sophisticated classification methods for an analysis of words unseen in a training dictionary.
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A demonstration of the result of using an agent based approach in software. Shows a swarm of icons representing agents that follow user selected rules.
JAVA based tool for easy and realtime monitoring (RTM) of data streams or groups of data streams. This tool makes it easy to monitor inherent distributed or multi-threaded applications like e.g. agent systems, financial data, logistics, RFID Systems
WebAPSEE is an open source project which aims to provide automated support for software process management. The users list is: http://groups.google.com/group/webapsee-usuarios
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Identification of biological species via iterational process of giving an ordered set of questions to user. The order is defined by an optimization algorithm, trying to provide the most correct prediction about the questions to ask.
A Checkers game implementation in Java that is optimized for AI's. It includes a basic GUI and a trainer for learning AI's. This started as a Checkers program for a Checkers AI contest in the Stanford EPGY 2008 summer AI course.
Augmented Syntax Diagrams are an alternative to natural language grammar rules expressed as strings. They are also suitable for left-corner bottom-up parsing. Prof. Jim Mason developed an editor (ASDEditor) in Java to create and edit ASD grammars.
backprop1 provides a simple three layer backpropagation neural network implemented in java. There are three demo programs to perform point classification, the XOR problem and character recognition.
This chess program changes its strength to give the best match against you. Eventually it learns to beat you specifically through learning alogirthms. Features included transposition tables and a elementary 3-piece endgame tablebase.
MARGO (Multiattribute ARGumentation framework for Opinion explanation), written in Prolog, is the engine developed in the ArguGRID project for decision making.
The aim of the CONTRACT project is to provide new innovative solutions which specifically help bridge the gap between the new large-scale applications in DBEs and the need for sound software and business guarantees for such systems.
The Rossum Project is an attempt to collect and distribute robotics software. We are seeking help with our first project, a mobile-robot simulator featuring a 2-D virtual world, and new work including artificial intelligence and robot-control logic.
A modular language generator based on the theory of Functional Grammar (FG) by Simon C. Dik. Implemented using Java for the user interface, ANTLR for the input format parser and Prolog for the grammar and lexicon module, treating underlying linguistic st