AppRecommender - Application recommender for GNU/Linux systems
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Install dependencies
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# apt-get install \
python python-xapian python-apt python-cluster python-webpy python-simplejson \
python-numpy apt-xapian-index app-install-data python-xdg


Run AppRecommender web UI
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# cd ./src/web
# ./server.py

Open a browser and access http://localhost:8080


More info at https://github.com/tassia/AppRecommender/wiki