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Diglo is a Music Information Retrieval System based on Computer Vision and Audio Spectrum Analysis, using algorithmic operations to find emergent patterns in musical performance. Also it functions as a low-cost Motion Capture Analysis system.
Artifical Life simulator that employs techniques from evolutionary computing to design embodied neural networks. Essentially, simple organisms run around in a small 3-D world and compete and breed with one another. Please visit the Wiki for orientation.
The XCS library aims at providing an opensource framework to study and develop applications related to learning classifier systems.
In particular, it is focused on the learning classifier system models introduced by Stewart Wilson in [1,2].
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NLPTools-ES is a Spanish plugin for GATE (General Architecture for Text Engineering). It includes a tokenizer, sentence splitter, gazetteer, pos tagger.
SenseRelate uses measures of semantic similarity to perform word sense disambiguation. AllWords assigns a sense to each word in a text, TargetWord assigns a sense to a given word, and WordToSet assigns the sense of a word most related to a set of words.
The package implements a variety of tools for categorization of multivariate data such as boosted decision trees, bagging and random forest, bump hunting (PRIM), a multi-class learner and others.
Jazoo. The Zoo of virtual evolving creatures. Mostly focused on evolving communication between intelligent agents. It's in VERY early stage. Everyone's invited to join, participate, suggest, discuss etc.
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lightJacc is a small but strong grammar parser generator. It adopts a parsing strategy of its own: dynamic concurrent parsing -- which made it much stronger than LR or LL family CCs (YACC, ANTLR, etc), but still keep good performance.
MARGO (Multiattribute ARGumentation framework for Opinion explanation), written in Prolog, is the engine developed in the ArguGRID project for decision making.
Teknik is an attempt at a natural language 'chatbot'. When interfaced with other projects like Festival and Sphinx, Teknik could be used as a true personal assistant.
ANT is a lightweight implementation in C of a kind of artificial neural net called Multilayer Perceptron, which uses the backpropagation algorithm as learning method. The package includes an introductory example to start using artificial neural nets.
An IDE written in Java used to develop, visualize, test and benchmark evolutionary algorithms. The IDE is fully modular, allowing new algorithms to be added as plugins. It can be used to develop other algorithms as well.
This project aims to promote computer science. In the way of 'serious games', it will particularly help students to improve their computer skills. This project provides a framework to create space battles between AI.
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
Library for Recurrent Neural Networks supporting local and global learning rules and structure modification. For processing of the RNN, a computational efficient representation can be chosen.
The RTSCup is a programming environment for RTS games which can be used as a benchmark for evaluating several AI techniques. It is designed to make it easier and more intuitive for researchers to produce their applications over this plataform.
PDDL4J is an open source library to facilitate java implementation of planners based on the PDDL (Planning Description Language). The library contains a parser on the last version of PDDL 3.0 and an example of graphplan implementation.
IReNNS (Indipendent Recurrent Neural Network for Structures) is a recursive self-organizing neural network able to learn scalar functions on graphs. Derived from Cascade-Correlation. Developed by Antonino Trovato at Politecnico di Milano.