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George Giannakopoulos's Projects

foragers icon foragers

A strategy game combining fun, genetic algorithms and... foraging in an epic setting.

fortranpythonparalleliotest icon fortranpythonparalleliotest

A test environment to examine different approaches to remote process calls (RPC)/messaging between fortran and python.

jinsect icon jinsect

The JINSECT toolkit is a Java-based toolkit and library that supports and demonstrates the use of n-gram graphs within Natural Language Processing applications, ranging from summarization and summary evaluation to text classification and indexing.

jinsectopenjgraph icon jinsectopenjgraph

This is a modified version of the OpenJGraph library (https://sourceforge.net/projects/openjgraph/), used in the JInsect library.

lexicalchainsextraction icon lexicalchainsextraction

A probabilistic word chain extraction tool, ranking word n-grams by their probability to form (a sort of) collocation.

ngramgraphparallel icon ngramgraphparallel

NGramGraph implementation using OpenCL to speed up workload-heavy graph operations

nucleosomepatternclassifier icon nucleosomepatternclassifier

Code for supervised learning based on cross validation of the budding yeast genome. Our two classes are : NFR (Nucleosome-free-region) and NBS (Nucleosome-binding-site)

pyinsect icon pyinsect

A python implementation of the JINSECT toolkit of n-gram graphs.

summaryevaluation icon summaryevaluation

The repository contains directly usable versions of 3 n-gram graph-based methods (AutoSummENG, MeMoG, NPowER) for automatic summary evaluation.

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