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        "classifiers": [
            "License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Education",
            "Topic :: Scientific/Engineering :: Artificial Intelligence"
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        "description": "# Cognitive Cluster\n\n[![PyPI](https://img.shields.io/pypi/v/cognitivecluster.svg)](https://pypi.org/project/cognitivecluster/)\n[![Build Status](https://travis-ci.org/mjs2600/cognitivecluster.svg?branch=master)](https://travis-ci.org/mjs2600/cognitivecluster)\n\nCognitive Cluster is a library for clustering written metacognitive exercises based on document embeddings.\nThis is useful for creating cross-cluster partnerships to increase the diversity of problem solving techniques in teams.\n\n## Installation\n\nTo instal `cognitivecluster`, run `pip install cognitivecluster`. The library currently supports Python 3.6+.\n\n## Usage\n\nTo cluster people based on writing samples, pass either a Numpy array or a Pandas series to `cognitivecluster.sentence_vector_clusters`.\n\n### Examples\n\n```python\n>>> import cognitivecluster\n>>> cognitivecluster.sentence_vector_clusters(np_sentence_array)\narray([0, 0, 1, 1, 2, 2], dtype=int32)\n>>> df['cluster'] = cognitivecluster.sentence_vector_clusters(df.metacognitive_exercises)\n>>> df\n  metacognitive_exercises  cluster\n0          I like carrots        0\n1         I like potatoes        0\n2              I am a cat        1\n3              I am a dog        1\n4          This is a test        2\n5      This is a sequence        2\n```\n",
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        "maintainer": "Michael Simpson",
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