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HORUS is a system for knowledge acquisition, hypothesis generation, inference and learning. It is an interactive, internet environment accessible to a diverse community of users (public-access or membership basis) - see also UMKAILASH project for more.
A java based neural network framework. The Auratus network is built around an XML messaging system, allowing for a complete MVC design. Additionally, Auratus networks are constructed and at the node/edge level, allowing for advanced topologies.
Provides the implementation of an adjacency-list based graph. Edges and nodes can be decorated with extra (user-provided) information. Depth-first and breadth-first algorithms are also provided.
Some of the features are:
-create and configure a State Tr
Weka-Parallel is a modification to Weka, created with the intention of being able to harness the power of Weka and the speed of parallel processing to be able to run a number of data mining and machine learning algorithms quickly.
The compilerMonitor persists a record of all javac error messages and the sources that caused/fixed the errors. It is a CAUSE (computer-aided usability engineering) tool that analyzes interaction between a developer and the compiler.
Jeep is a modular, abstract and distributed evolutionnary programming core written in Java, allowing to grow autonomous agents as well a gene pool (as in genetic algorithms).
A fast, simple method of establishing musical genre of arbitrary compressed audio files calculated by comparisons with training sets. Program currently consists of a java console program. GUI front end, algorithm upgrades to come.
A ContextTree is a way of dynamically forming relationships between information: the same information can be viewed in different ways, depending on what you want from it.
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Java port and extension of MLC++ 2.0 by Kohavi et al. Currently contains ID3, C4.5, Naive (aka Simple) Bayes, and FSS and CHC (genetic algorithm) wrappers for feature selection. WEKA 3 interfaces are in development.
A general purpose CPU scavenging platform written in Java. The goal of the Numenor project is to provide a distributed processing platform that allows an organization to take advantage of unused CPU capacity.
Who (or what) is connected to whom (or what), seems to be a fundament question in every complex system. That’s why research in Complex Networks became a focus of special attention.