{ "info": { "author": "", "author_email": "", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering" ], "description": "[![Build Status](https://travis-ci.org/uuazed/numerai_reports.png)](https://travis-ci.org/uuazed/numerai_reports)\n[![codecov](https://codecov.io/gh/uuazed/numerai_reports/branch/master/graph/badge.svg)](https://codecov.io/gh/uuazed/numerai_reports)\n[![Requirements Status](https://requires.io/github/uuazed/numerai_reports/requirements.svg?branch=master)](https://requires.io/github/uuazed/numerai_reports/requirements/?branch=master)\n\n# Numerai Reports\nCollection of reports about the numer.ai machine learning competition.\n\nThis library was created to provide some reports and statistics about the\ncompetition, like round summaries and payout summaries, but also tools to\nanalyze one's model performance. For now, all reports are pure numeric reports.\n\nAll information is retrieved via numerai's API and converted to pandas\nDataFrames, to make it easy to work with. This allows to create your own\nreports on top. `numerai_reports` also caches API results to disk to limit the\namount of request and to speed-up report generation.\n\nIf you encounter a problem or have suggestions, feel free to open an issue.\n\n# Installation\n`pip install --upgrade numerai_reports`\n\n# Usage\n\nNumerai_reports can be used as a regular, importable Python module or from the command\nline (TODO).\n\n\n## Python module\n\nUsage example:\n\n from numerai_reports import reports\n print(reports.payments(\"slyfox\", 160, 165))\n print(reports.reputation(\"slyfox\", 160, 165))\n print(reports.pass_rate(160, 165))\n print(reports.out_of_n(160, 165))\n print(reports.dominance(\"uuazed\", 160, 165))\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/uuazed/numerai_reports", "keywords": "", "license": "MIT License", "maintainer": "uuazed", "maintainer_email": "uuazed@gmail.com", "name": "numerai-reports", "package_url": "https://pypi.org/project/numerai-reports/", "platform": "OS Independent", "project_url": "https://pypi.org/project/numerai-reports/", "project_urls": { "Homepage": "https://github.com/uuazed/numerai_reports" }, "release_url": "https://pypi.org/project/numerai-reports/0.3.4/", "requires_dist": [ "pandas", "numerapi", "joblib", "ratelimit" ], "requires_python": "", "summary": "Reports for the Numerai machine learning competition", "version": "0.3.4" }, "last_serial": 5914396, "releases": { "0.1.0": [ { "comment_text": "", "digests": { "md5": "9e6a2f32ee47ab36eaa66e2f01b0bf93", "sha256": "fc7527ce9b4a0eddd1c0b67fe6fb81ed4a6049ae4adff0e58b33b94e68bd6681" }, "downloads": -1, "filename": "numerai_reports-0.1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "9e6a2f32ee47ab36eaa66e2f01b0bf93", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 6520, "upload_time": "2019-06-15T19:14:06", "url": "https://files.pythonhosted.org/packages/f0/ae/d4241cf0c160217a4a4086dfe8f9cb0498a96ec46bb3512cb711e6409af9/numerai_reports-0.1.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "c5856a201e6c5b6188684d4b7a4eabad", "sha256": "d72e918ccbf8685cdd57bed5194b0b2189547280b4e53c3bf73d7be89fd66488" }, "downloads": -1, "filename": "numerai_reports-0.1.0.tar.gz", "has_sig": false, "md5_digest": "c5856a201e6c5b6188684d4b7a4eabad", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 5662, "upload_time": "2019-06-15T19:14:08", "url": "https://files.pythonhosted.org/packages/29/0d/a321a1adb3328e4ae511d8bf32381086084e6e96bdfdc676894db5b0dac4/numerai_reports-0.1.0.tar.gz" } ], "0.2.0": [ { "comment_text": "", "digests": { "md5": "41887f3e9540f0058cc62f528a2b7aa2", "sha256": "57477fd0fd354352644e40acbafe03cdd5402c48f7a1aaf5688cf0201250e2d7" }, "downloads": -1, "filename": "numerai_reports-0.2.0-py3-none-any.whl", "has_sig": false, "md5_digest": "41887f3e9540f0058cc62f528a2b7aa2", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7067, "upload_time": "2019-06-26T06:45:02", "url": "https://files.pythonhosted.org/packages/ad/9f/d5fb7584fb3cecd5e548b8753907e7a70b4cdf4de7da4f2ea047c39c9e62/numerai_reports-0.2.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "8afc2d7fbc6869cbe862a4d6d8e80b54", "sha256": "cbd60ae25d9b572f7201365ea1fe0b4baf18314bb782cbeaca0b03a87d5f933f" }, "downloads": -1, "filename": "numerai_reports-0.2.0.tar.gz", "has_sig": false, "md5_digest": "8afc2d7fbc6869cbe862a4d6d8e80b54", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 5967, "upload_time": "2019-06-26T06:45:04", "url": "https://files.pythonhosted.org/packages/39/37/fe902cd231da48221f4bdaa08ac910bf8436eac895ce779ae1e2f4024f85/numerai_reports-0.2.0.tar.gz" } ], "0.2.1": [ { "comment_text": "", "digests": { "md5": "a4e6c4329708a62a6dce7bc1fc24a5b1", "sha256": "9ae0a3b76251d673dec004f009a08f091233ae52a03310f9e2c0143f2909eca0" }, "downloads": -1, "filename": "numerai_reports-0.2.1-py3-none-any.whl", "has_sig": false, "md5_digest": "a4e6c4329708a62a6dce7bc1fc24a5b1", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7083, "upload_time": "2019-06-26T06:58:39", "url": "https://files.pythonhosted.org/packages/e1/25/f3e1667a95cb8a9910f1e3c4bf48bdc32a18378a1eaccfee1686abbae19b/numerai_reports-0.2.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "a7ff3b2ae0a6bdf17fc8490efbfed766", "sha256": "6aeb7b5f7102352c8569990dbe6006c4b8ed0c5d54c2515d6a09ee3cfaf61bd7" }, "downloads": -1, "filename": "numerai_reports-0.2.1.tar.gz", "has_sig": false, "md5_digest": "a7ff3b2ae0a6bdf17fc8490efbfed766", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 5980, "upload_time": "2019-06-26T06:58:40", "url": "https://files.pythonhosted.org/packages/66/68/afd76f269cc0ab6f9de4c27bc6dc19e6e0508080f3e08970560282a5dce2/numerai_reports-0.2.1.tar.gz" } ], "0.2.2": [ { "comment_text": "", "digests": { "md5": "7f5aaa85acd62a0fe109dfc61041af31", "sha256": "c12b4d83c15531eb872709332f6d41daa739f87522aebe4408aa04a9225c78c9" }, "downloads": -1, "filename": "numerai_reports-0.2.2-py3-none-any.whl", "has_sig": false, "md5_digest": "7f5aaa85acd62a0fe109dfc61041af31", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7089, "upload_time": "2019-06-26T07:04:49", "url": "https://files.pythonhosted.org/packages/be/8e/592331e9d95259ac67296156ec5b4990dc60e8d3821eb634ef1858375140/numerai_reports-0.2.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "52505feec20abfe42d5ed8f3cf9166ba", "sha256": "079e324efc5d4ba43c9cefc3b4e3e743b3bc9c6df1e0a830967b915b2dd266bc" }, "downloads": -1, "filename": "numerai_reports-0.2.2.tar.gz", "has_sig": false, "md5_digest": "52505feec20abfe42d5ed8f3cf9166ba", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 5979, "upload_time": "2019-06-26T07:04:50", "url": "https://files.pythonhosted.org/packages/79/b7/c1dfbaf0cd926df53ecf05c7e3f7ec67c390685f005bbd42712c74a8a837/numerai_reports-0.2.2.tar.gz" } ], "0.2.3": [ { "comment_text": "", "digests": { "md5": "9796250820e5f98c48e65a257314241d", "sha256": "a34973d77ea14dc1fb220bea6afef62cae0addce0bff54c545f60fca18fae2fc" }, "downloads": -1, "filename": "numerai_reports-0.2.3-py3-none-any.whl", "has_sig": false, "md5_digest": "9796250820e5f98c48e65a257314241d", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 7266, "upload_time": "2019-06-27T06:47:38", "url": "https://files.pythonhosted.org/packages/a8/30/9dcdaa42036ce818acb13515762f5fa0d4079477d645bafc838ee3d12536/numerai_reports-0.2.3-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "33df21932df067fd02aa969c89a8fd26", "sha256": "e6139167db93029ee7e78c15589eb68f93c3d77bb43c08677264a90fb8ed26cd" }, "downloads": -1, "filename": "numerai_reports-0.2.3.tar.gz", "has_sig": false, "md5_digest": "33df21932df067fd02aa969c89a8fd26", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 6161, "upload_time": "2019-06-27T06:47:40", "url": "https://files.pythonhosted.org/packages/2a/9c/b6df4aad6eda2406144ba1b758877d15a87ba454cd704711ae5b3acac1d6/numerai_reports-0.2.3.tar.gz" } ], "0.3.0": [ { "comment_text": "", "digests": { "md5": "9c49d5685ba33c6d76218180a483989d", "sha256": "c3d8a0676f345ce6898ba40aa882d792a535674ea5a2246aaa16a03e4046df32" }, "downloads": -1, "filename": "numerai_reports-0.3.0-py3-none-any.whl", "has_sig": false, "md5_digest": "9c49d5685ba33c6d76218180a483989d", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 9065, "upload_time": "2019-07-24T20:24:17", "url": "https://files.pythonhosted.org/packages/94/1b/6a155a41fa93896315fc918481b45e0eca697146a1ce57925a74ff773f4c/numerai_reports-0.3.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0b1564e6a450b0a460e718c26fbb72f9", "sha256": "6a1f58eea61499ae9515200f121375882bf371150e0ff8e55bb2fd16d8120320" }, "downloads": -1, "filename": "numerai_reports-0.3.0.tar.gz", "has_sig": false, "md5_digest": "0b1564e6a450b0a460e718c26fbb72f9", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 7699, "upload_time": "2019-07-24T20:24:18", "url": "https://files.pythonhosted.org/packages/3c/f6/32e0c0f06d0c96577a9493f6b873ed0a40dec539d3cc4f72230bd1659315/numerai_reports-0.3.0.tar.gz" } ], "0.3.1": [ { "comment_text": "", "digests": { "md5": "075b2ad17dec7966b9f26d542504cd25", "sha256": "1c32f668d00682e21c43df5e0d916479782a18fccc4c0aef1671d42002233eae" }, "downloads": -1, "filename": "numerai_reports-0.3.1-py3-none-any.whl", "has_sig": false, "md5_digest": "075b2ad17dec7966b9f26d542504cd25", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 9101, "upload_time": "2019-07-24T21:21:43", "url": "https://files.pythonhosted.org/packages/40/1b/4eecdf22d6cfd99a496f7ab0ac6b2a7e4d44e19f6d432a2e6da25e300c20/numerai_reports-0.3.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "ed0dcc4f54f99198d44aeb9e3faab415", "sha256": "05b567ab3623fc6e50e8c14ad38affdfad0d363c92fb8b809a3975ee4e5090a6" }, "downloads": -1, "filename": "numerai_reports-0.3.1.tar.gz", "has_sig": false, "md5_digest": "ed0dcc4f54f99198d44aeb9e3faab415", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 7735, "upload_time": "2019-07-24T21:21:45", "url": "https://files.pythonhosted.org/packages/71/ab/546c127ea228424d451b4604ea12dcb3836b7cf6b6f7d7bc42389a11adf5/numerai_reports-0.3.1.tar.gz" } ], "0.3.2": [ { "comment_text": "", "digests": { "md5": "443ca82b2e3a4c996f72ff2455ca5333", "sha256": "4e572e2b42767ac4af3c111a37fa94a1db29ec6bb21dbd8ad7ff113f72f2597b" }, "downloads": -1, "filename": "numerai_reports-0.3.2-py3-none-any.whl", "has_sig": false, "md5_digest": "443ca82b2e3a4c996f72ff2455ca5333", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 9872, "upload_time": "2019-07-25T10:49:22", "url": "https://files.pythonhosted.org/packages/21/3a/918717cfbf95f3bda1f8da0cb07f5b486d095b7796543edf681faa368c02/numerai_reports-0.3.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "941687bab803d2c099627dfbc26546b3", "sha256": "3c1184fe5677a1adf53a485c682f10af9ff89f1810590f10a72e5c027cae1975" }, "downloads": -1, "filename": "numerai_reports-0.3.2.tar.gz", "has_sig": false, "md5_digest": "941687bab803d2c099627dfbc26546b3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 7753, "upload_time": "2019-07-25T10:49:23", "url": "https://files.pythonhosted.org/packages/70/2f/b1880b947b8adb8d5903eae725505712c9784a6dc085e3a59895e18afc30/numerai_reports-0.3.2.tar.gz" } ], "0.3.3": [ { "comment_text": "", "digests": { "md5": "e44000077a849d0d41ff1ce52b2fe74c", "sha256": "ce6acbc4898426f2a83019144a99174ed8c6b95725df2d42ef207348d3651b62" }, "downloads": -1, "filename": "numerai_reports-0.3.3-py3-none-any.whl", "has_sig": false, "md5_digest": "e44000077a849d0d41ff1ce52b2fe74c", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 10324, "upload_time": "2019-07-27T12:08:24", "url": "https://files.pythonhosted.org/packages/59/bd/4ea7c827280aa4a0b0c6a4f9eedc3c293fb39966ab19ebeee44569c0383e/numerai_reports-0.3.3-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "901b677b614eae4015596677a16115be", "sha256": "44b4efa2be7fc07d7aea485efa0217c80f76b5d85384cd6808bf203391ac0d0c" }, "downloads": -1, "filename": "numerai_reports-0.3.3.tar.gz", "has_sig": false, "md5_digest": "901b677b614eae4015596677a16115be", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 8139, "upload_time": "2019-07-27T12:08:25", "url": "https://files.pythonhosted.org/packages/34/17/9deac19e9c7a9ee5bd523a805f71f1a49cd96dd223b9cc71ea1788ec2361/numerai_reports-0.3.3.tar.gz" } ], "0.3.4": [ { "comment_text": "", "digests": { "md5": "097eeaa9cb0a19e4d0e30ec390c3522a", "sha256": "3415bd31cac666ed40aee163396cba1f553369fa61d8d222b52068465a259997" }, "downloads": -1, "filename": "numerai_reports-0.3.4-py3-none-any.whl", "has_sig": false, "md5_digest": "097eeaa9cb0a19e4d0e30ec390c3522a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 10575, "upload_time": "2019-10-01T19:35:46", "url": "https://files.pythonhosted.org/packages/ea/00/22cdb0683c60634c921d9e44a3ea2b9c257b7cfe6ca7236dca9fba6ff1bd/numerai_reports-0.3.4-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "4edae684dbf1c4b76a8434c1e7c7a146", "sha256": "d8a7b87ed775cb1b85d6d41c471fbbceaf28b3fc526972ab31cf1837399ba915" }, "downloads": -1, "filename": "numerai_reports-0.3.4.tar.gz", "has_sig": false, "md5_digest": "4edae684dbf1c4b76a8434c1e7c7a146", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 8339, "upload_time": "2019-10-01T19:35:47", "url": "https://files.pythonhosted.org/packages/6b/81/ec1f1bcb57a7e4213254d96661c61a8d8f8b7d2ca31a3dfdd8c3d999b9ba/numerai_reports-0.3.4.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "097eeaa9cb0a19e4d0e30ec390c3522a", "sha256": "3415bd31cac666ed40aee163396cba1f553369fa61d8d222b52068465a259997" }, "downloads": -1, "filename": "numerai_reports-0.3.4-py3-none-any.whl", "has_sig": false, "md5_digest": "097eeaa9cb0a19e4d0e30ec390c3522a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 10575, "upload_time": "2019-10-01T19:35:46", "url": "https://files.pythonhosted.org/packages/ea/00/22cdb0683c60634c921d9e44a3ea2b9c257b7cfe6ca7236dca9fba6ff1bd/numerai_reports-0.3.4-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "4edae684dbf1c4b76a8434c1e7c7a146", "sha256": "d8a7b87ed775cb1b85d6d41c471fbbceaf28b3fc526972ab31cf1837399ba915" }, "downloads": -1, "filename": "numerai_reports-0.3.4.tar.gz", "has_sig": false, "md5_digest": "4edae684dbf1c4b76a8434c1e7c7a146", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 8339, "upload_time": "2019-10-01T19:35:47", "url": "https://files.pythonhosted.org/packages/6b/81/ec1f1bcb57a7e4213254d96661c61a8d8f8b7d2ca31a3dfdd8c3d999b9ba/numerai_reports-0.3.4.tar.gz" } ] }