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        "author": "The NOESIS project team",
        "author_email": "noesis-support@ikor.org",
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        "description": "Official Python API for [NOESIS](http://noesis.ikor.org), an open source framework for network data mining that provides a large collection of network analysis techniques, including the analysis of network structural properties, community detection methods, link scoring, and link prediction, as well as network visualization algorithms.\n\n## Installation\nFrom [PyPi](https://pypi.python.org/pypi/noesis):\n```\npip install noesis\n```\n\nFrom source:\n```\ngit clone https://github.com/fvictor/noesis-python.git\ncd noesis-python\npython setup.py install\n```\n\n## Getting started\nNOESIS for Python provides simple and unified interfaces for most of the implemented techniques. The following example loads a network from a GML file and detects its communities using the Kernighan\u00e2\u20ac\u201cLin algorithm:\n```python\nfrom noesis import Noesis\n\nns = Noesis()\n\nnetwork_reader = ns.create_network_reader('GML')\nnetwork = network_reader.read('my_network.gml')\n\ncommunity_detector = ns.create_community_detector('KernighanLin')\ncommunities = community_detector.compute(network)\n\nfor node in range(network.nodes()):\n\tprint('Node {} belongs to community {}'.format(node, communities[node]))\n\nns.end()\n```\n\nThe following example generates a network of 20 nodes and 100 links using the Erd\u00c3\u00b6s\u00e2\u20ac\u201cR\u00c3\u00a9nyi model and computes the PageRank score of each node:\n```python\nfrom noesis import Noesis\n\nns = Noesis()\n\nnetwork = ns.create_network_from_model('ErdosRenyi', 20, 100)\n\npagerank_scorer = ns.create_node_scorer('PageRank', 0.9)\nscores = pagerank_scorer.compute(network)\n\nfor node in range(network.nodes()):\n\tprint('Node {} has a PageRank score of {}'.format(node, scores[node]))\n\nns.end()\n```\n\n\nAlways remember to call the *end* method of *Noesis* class to properly terminate the NOESIS session and finish the execution of your program.\n\n## Documentation\nThe documentation of the project, which can be built using [SPHINX](http://www.sphinx-doc.org/), is located in the **doc** folder. A readily available up-to-date version of the documentation can be found at [http://noesis-python.readthedocs.io](http://noesis-python.readthedocs.io).\n\n",
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        "name": "noesis",
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