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Code for analyzing the research of AI*IA members
Requires python 3 with numpy, scikit-learn, nltk and https://github.com/amueller/word_cloud If you already have a working installation of numpy and scipy, the easiest way to install scikit-learn is using pip pip install -U scikit-learn or conda: conda install scikit-learn pip install wordcloud Install NLTK: run sudo pip install -U nltk vectorize docs python document_vectorization_soci.py build overall cloud python overall_cloud.py do the clustering python document_clustering_soci.py build clouds for clusters python cluster_clouds.py compute member similarity to cluster python classification_soci_papers.py print file output.html with info on clusters python print_clustering_soci.py print table with member-cluster similarity python print_soci_sim_papers_norm.py
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