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        "author": "Artem Mavrin",
        "author_email": "artemvmavrin@gmail.com",
        "bugtrack_url": null,
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            "Development Status :: 1 - Planning",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Software Development",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules"
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        "description": "==========\nLogitBoost\n==========\n\n.. image:: https://img.shields.io/pypi/pyversions/logitboost.svg\n    :target: https://pypi.org/project/logitboost/\n    :alt: Python Version\n\n.. image:: https://img.shields.io/pypi/v/logitboost.svg\n    :target: https://pypi.org/project/logitboost/\n    :alt: PyPI Package Version\n\n.. image:: https://travis-ci.com/artemmavrin/logitboost.svg?branch=master\n    :target: https://travis-ci.com/artemmavrin/logitboost\n    :alt: Travis CI Build Status\n\n.. image:: https://codecov.io/gh/artemmavrin/logitboost/branch/master/graph/badge.svg\n    :target: https://codecov.io/gh/artemmavrin/logitboost\n    :alt: Code Coverage\n\n.. image:: https://readthedocs.org/projects/logitboost/badge/?version=latest\n    :target: https://logitboost.readthedocs.io/?badge=latest\n    :alt: Documentation Status\n\n.. image:: https://img.shields.io/github/license/artemmavrin/logitboost.svg\n    :target: https://github.com/artemmavrin/logitboost/blob/master/LICENSE\n    :alt: GitHub License\n\nThis is a Python implementation of the LogitBoost classification algorithm [1]_\nbuilt on top of `scikit-learn <http://scikit-learn.org>`__.\nIt supports both binary and multiclass classification; see the\n`examples <https://logitboost.readthedocs.io/examples/index.html>`__.\n\nThis package provides a single class, ``LogitBoost``, which can be used\nout-of-the-box like any sciki-learn estimator.\n\nDocumentation website: https://logitboost.readthedocs.io\n\nInstallation\n------------\n\nThe latest version of LogitBoost can be installed directly after cloning from\nGitHub.\n\n.. code-block :: shell\n\n  git clone https://github.com/artemmavrin/logitboost.git\n  cd logitboost\n  make install\n\nMoreover, LogitBoost is on the\n`Python Package Index (PyPI) <https://pypi.org/project/logitboost/>`__, so a\nrecent version of it can be installed with the\n`pip <https://pip.pypa.io/en/stable/>`__ tool.\n\n.. code-block :: shell\n\n  python -m pip install logitboost\n\nThis project was developed in Python 3.7, and it is tested to also work with\nPython 3.6.\n\nReferences\n----------\n.. [1] Jerome Friedman, Trevor Hastie, and Robert Tibshirani. \"Additive Logistic\n    Regression: A Statistical View of Boosting\". The Annals of Statistics.\n    Volume 28, Number 2 (2000), pp. 337\u2013374.\n    `JSTOR <https://www.jstor.org/stable/2674028>`__.\n    `Project Euclid <https://projecteuclid.org/euclid.aos/1016218223>`__.\n\n\n",
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        "license": "MIT",
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        "name": "logitboost",
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        "summary": "The LogitBoost algorithm",
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