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        "author": "Roberto Preste",
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            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
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        "description": "=========\nprestools\n=========\n\n\n.. image:: https://img.shields.io/pypi/v/prestools.svg\n        :target: https://pypi.python.org/pypi/prestools\n\n.. image:: https://img.shields.io/travis/robertopreste/prestools.svg\n        :target: https://travis-ci.com/robertopreste/prestools\n\n.. image:: https://readthedocs.org/projects/prestools/badge/?version=latest\n        :target: https://prestools.readthedocs.io/en/latest/?badge=latest\n        :alt: Documentation Status\n\n.. image:: https://pyup.io/repos/github/robertopreste/prestools/python-3-shield.svg\n     :target: https://pyup.io/repos/github/robertopreste/prestools/\n     :alt: Python 3\n\n.. image:: https://img.shields.io/badge/Say%20Thanks-!-1EAEDB.svg\n   :target: https://saythanks.io/to/robertopreste\n\n\nMy personal functions and utilities for Python programming.\n\n\n* Free software: MIT license\n* Documentation: https://prestools.readthedocs.io\n* GitHub repo: https://github.com/robertopreste/prestools\n\n\nFeatures\n========\n\nSeveral ready-to-use functions for different tasks:\n\n* bioinformatics (``prestools.bioinf``)\n* data clustering (``prestools.clustering``)\n* plotting (``prestools.graph``)\n* miscellaneous (``prestools.misc``)\n\nPlease refer to the Usage_ section of the documentation for further details.\n\nInstallation\n============\n\nInstall prestools using pip **(Python 3 only)**::\n\n    pip install prestools\n\nPlease refer to the Installation_ section of the documentation for further details.\n\nCredits\n=======\n\nThis package was created with Cookiecutter_ and the `cc-pypackage`_ project template.\n\n.. _Usage: https://prestools.readthedocs.io/en/latest/usage.html\n.. _Installation: https://prestools.readthedocs.io/en/latest/installation.html\n.. _Cookiecutter: https://github.com/audreyr/cookiecutter\n.. _`cc-pypackage`: https://github.com/robertopreste/cc-pypackage\n\n\n=======\nHistory\n=======\n\n0.1.0 (2019-03-07)\n==================\n\n* First development release.\n\n0.1.1 (2019-03-14)\n------------------\n\n* Add functions for clustering data.\n\n0.1.2 (2019-03-15)\n------------------\n\n* Add ``hamming_distance()`` and ``mutate_sequence()`` functions in ``prestools.bioinf`` and related tests;\n* Clean code style.\n\n0.1.3 (2019-03-19)\n------------------\n\n* Add command line interface commands and related tests for ``bioinf`` and ``misc`` modules;\n* Add ``filter_type()`` function in ``prestools.misc`` and related tests;\n* Clean code style.\n\n0.1.4 (2019-03-23)\n------------------\n\n* Add ``wordcount()`` function in ``prestools.misc`` and related tests.\n\n0.1.5 (2019-04-05)\n------------------\n\n* Add ``equal_files()`` function in ``prestools.misc`` and related tests;\n* Update docstrings.\n\n0.1.6 (2019-04-11)\n------------------\n\n* Add ``random_image()`` function and CLI in ``prestools.plotting``.\n\n0.1.7 (2019-04-20)\n------------------\n\n* Add ``benchmark()`` function in ``prestools.misc`` and related tests.\n\n0.1.8 (2019-04-26)\n------------------\n\n* Change ``pm.benchmark()`` function to a decorator;\n* Add several distance calculation functions to ``prestools.bioinf`` and related tests;\n* Reformat code in ``prestools.bioinf``.\n\n0.1.9 (2019-04-27)\n------------------\n\n* Add distance functions to ``bioinf`` CLI command and related tests.\n\n0.1.10 (2019-05-06)\n-------------------\n\n* Change ``plotting`` library name to ``graph`` (to avoid alias conflict with pandas_profiling).\n\n0.1.11 (2019-05-07)\n-------------------\n\n* Fix docstrings and type hints;\n* Update documentation.\n\n0.1.12 (2019-05-08)\n-------------------\n\n* Add ``apply_parallel`` function to ``prestools.misc``.\n\n0.1.13 (2019-06-22)\n-------------------\n\n* Add short version arguments to ``reverse_complement`` bioinf function.\n\n0.1.14 (2019-07-03)\n-------------------\n\n* Add ``learn`` module and related tests;\n* Remove ``random_image`` from ``graph`` module;\n* Clean code.\n\n0.2.0 (2019-08-14)\n==================\n\n* Add ``rpkm`` and ``quantile_norm`` functions to ``prestools.bioinf``;\n* Add ``reduce_xaxis_ticks`` and ``reduce_yaxis_ticks`` functions to ``prestools.graph``;\n* Move ``flatten_image`` to ``prestools.graph``;\n* Remove ``prestools.learn``;\n* Update related tests;\n* Fix documentation and API.\n\n0.2.1 (2019-09-07)\n------------------\n\n* Add ``plot_confusion_matrix`` to ``prestools.graph``;\n* Add related tests;\n* Drop support for Python < 3.6;\n* Update requirements;\n* Update documentation.\n\n\n",
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