{ "info": { "author": "", "author_email": "", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Operating System :: Unix", "Programming Language :: Python", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Scientific/Engineering", "Topic :: Software Development" ], "description": ".. -*- mode: rst -*-\n\n.. _scikit-learn: http://scikit-learn.org/stable/\n\n.. _Somoclu: https://somoclu.readthedocs.io/en/stable/\n\n|Travis|_ |Codecov|_ |CircleCI|_ |ReadTheDocs|_ |PythonVersion|_ |Pypi|_ |Conda|_\n\n.. |Travis| image:: https://travis-ci.org/AlgoWit/som-learn.svg?branch=master\n.. _Travis: https://travis-ci.org/AlgoWit/som-learn\n\n.. |Codecov| image:: https://codecov.io/gh/AlgoWit/som-learn/branch/master/graph/badge.svg\n.. _Codecov: https://codecov.io/gh/AlgoWit/som-learn\n\n.. |CircleCI| image:: https://circleci.com/gh/AlgoWit/som-learn/tree/master.svg?style=svg\n.. _CircleCI: https://circleci.com/gh/AlgoWit/som-learn/tree/master\n\n.. |ReadTheDocs| image:: https://readthedocs.org/projects/som-learn/badge/?version=latest\n.. _ReadTheDocs: https://som-learn.readthedocs.io/en/latest/?badge=latest\n\n.. |PythonVersion| image:: https://img.shields.io/pypi/pyversions/som-learn.svg\n.. _PythonVersion: https://img.shields.io/pypi/pyversions/som-learn.svg\n\n.. |Pypi| image:: https://badge.fury.io/py/som-learn.svg\n.. _Pypi: https://badge.fury.io/py/som-learn\n\n.. |Conda| image:: https://anaconda.org/algowit/som-learn/badges/installer/conda.svg\n.. _Conda: https://conda.anaconda.org/algowit\n\n=========\nsom-learn\n=========\n\nImplementation of Self-Organizing Map algorithm [1]_ that is compatible with\nscikit-learn_ API. It provides a wrapper class around Somoclu_.\n\nDocumentation\n-------------\n\nInstallation documentation, API documentation, and examples can be found on the\ndocumentation_.\n\n.. _documentation: https://som-learn.readthedocs.io/en/latest/\n\nDependencies\n------------\n\nsom-learn is tested to work under Python 3.6+. The dependencies are the\nfollowing:\n\n- scikit-learn(>=0.21)\n- somoclu(>=1.7.5)\n\nAdditionally, to run the examples, you need matplotlib(>=2.0.0) and\npandas(>=0.22).\n\nInstallation\n------------\n\nsom-learn is currently available on the PyPi's repository and you can\ninstall it via `pip`::\n\n pip install -U som-learn\n\nThe package is released also in Anaconda Cloud platform::\n\n conda install -c algowit som-learn\n\nIf you prefer, you can clone it and run the setup.py file. 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