GitHub - kvalle/TextNet: My MSc project

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 115 Commits
docs		docs
edu/stanford/nlp		edu/stanford/nlp
plfit		plfit
.gitignore		.gitignore
README		README
__init__.py		__init__.py
classify.py		classify.py
co_occurrence_experiments.py		co_occurrence_experiments.py
data.py		data.py
dependency_experiments.py		dependency_experiments.py
englishPCFG.ser.gz		englishPCFG.ser.gz
evaluation.py		evaluation.py
experiments.py		experiments.py
freq_representation.py		freq_representation.py
graph.py		graph.py
graph_representation.py		graph_representation.py
higher_order_experiments.py		higher_order_experiments.py
plotter.py		plotter.py
preprocess.py		preprocess.py
report_data.py		report_data.py
report_scraper.py		report_scraper.py
retrieval.py		retrieval.py
stanford_parser.py		stanford_parser.py
util.py		util.py

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Implementation of various representations of networks/graphs created from text, and functionality for working with and evaluating these. Networks can be converted to feature-vectors, based on the graph centrality of their nodes.

The work is motivated by creating better methods for document similarity, particularly for use in textual Case-Based Reasoning.

Project part of the work on my Master's thesis at NTNU.

For an introduction to the code, see the documentation under /docs.