{ "info": { "author": "Carlo Mazzaferro", "author_email": "carlo.mazzaferro@u.group", "bugtrack_url": null, "classifiers": [ "Development Status :: 2 - Pre-Alpha", "Intended Audience :: Developers", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Natural Language :: English", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7" ], "description": "#######\ntest-ml\n#######\n\n.. image:: https://travis-ci.org/carlomazzaferro/neu.svg?branch=master\n :target: https://travis-ci.org/carlomazzaferro/test-ml\n\n.. image:: https://img.shields.io/pypi/v/test-ml.svg\n :target: https://pypi.python.org/pypi/test-ml\n\n.. image:: https://readthedocs.org/projects/test-ml/badge/?version=latest\n :target: https://test-ml.readthedocs.io/en/latest/?badge=latest\n :alt: Documentation Status\n\n.. image:: https://coveralls.io/repos/github/carlomazzaferro/test-ml/badge.svg?branch=master\n :target: https://coveralls.io/github/carlomazzaferro/test-ml?branch=master\n :alt: Coverage\n\n\nTreat your machine learning models like any other software asset: properly test them and fail builds if they don't meet\nyour desired performance.\n\n* Documentation: https://test-ml.readthedocs.io/en/latest/ (not live yet). For now, you can build the docs locally:\n\n.. code-block:: console\n\n $ cd docs && make clean && make html\n\nOpen then ``index.html`` in the newly created ``docs/_build`` folder and you're good to go.\n\n\nOverview\n--------\n\nThis library enables you to easily test machine learning artifacts. Specify a set of target metric,\nand the rest is taken care of.\n\n\n.. note:: Status: alpha. Active development, but breaking changes may come.\n\n\nFeatures\n--------\n\n* Rich CLI capabilities that enable you to configure metrics, input data, performance cut-offs, and more\n* Small, statically typed codebase, and extensive docstrings\n* Public API enabling embedding this library in any build process\n* Easily extensible with custom loaders, runners, and metrics\n\n\nCredits\n-------\n\nThis package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.\n\n.. _Cookiecutter: https://github.com/audreyr/cookiecutter\n.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage\n\n\n\n=======\nHistory\n=======\n\n0.1.0 (2018-11-02)\n------------------\n\n* First release on PyPI.\n\n0.2.0 (2018-11-13)\n------------------\n\n* Major feature implementation and documentation\n* Static typing\n* Testing - 78% coverage\n\n\n0.3.0 (2018-11-20)\n------------------\n\n* Major internals refactoring\n* API unchanged, although external API was made more clear and documented\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/carlomazzaferro/test-ml", "keywords": "testing", "license": "GNU General Public License v3", "maintainer": "", "maintainer_email": "", "name": "test-ml", "package_url": "https://pypi.org/project/test-ml/", "platform": "", "project_url": "https://pypi.org/project/test-ml/", "project_urls": { "Homepage": "https://github.com/carlomazzaferro/test-ml" }, "release_url": "https://pypi.org/project/test-ml/0.1.0/", "requires_dist": null, "requires_python": "", "summary": "Opinionated scaffolding library for machine learning projects", "version": "0.1.0" }, "last_serial": 5224265, "releases": { "0.1.0": [ { "comment_text": "", "digests": { "md5": "295e4a85c1dc9cd56e66430d0e97d7a3", "sha256": "c1376f08e0815ba8090eb32705aa484ba6bd556c4e31807ca860148f352f5939" }, "downloads": -1, "filename": "test-ml-0.1.0.tar.gz", "has_sig": false, "md5_digest": "295e4a85c1dc9cd56e66430d0e97d7a3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 24132, "upload_time": "2019-05-04T00:18:54", "url": "https://files.pythonhosted.org/packages/3a/e8/720b546edf0713a09d9ff627c0e89532129ac5fe60c71ec2ee17da8b97db/test-ml-0.1.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "295e4a85c1dc9cd56e66430d0e97d7a3", "sha256": "c1376f08e0815ba8090eb32705aa484ba6bd556c4e31807ca860148f352f5939" }, "downloads": -1, "filename": "test-ml-0.1.0.tar.gz", "has_sig": false, "md5_digest": "295e4a85c1dc9cd56e66430d0e97d7a3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 24132, "upload_time": "2019-05-04T00:18:54", "url": "https://files.pythonhosted.org/packages/3a/e8/720b546edf0713a09d9ff627c0e89532129ac5fe60c71ec2ee17da8b97db/test-ml-0.1.0.tar.gz" } ] }