{ "info": { "author": "Tim Hopper", "author_email": "tdhopper@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 2 - Pre-Alpha", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Natural Language :: English", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.3", "Programming Language :: Python :: 3.4" ], "description": "dirichlet\n=========\n\n[![image](https://img.shields.io/travis/tdhopper/dirichlet.svg)](https://travis-ci.org/tdhopper/dirichlet)\n\n[![image](https://img.shields.io/pypi/v/dirichlet.svg)](https://pypi.python.org/pypi/dirichlet)\n\nConstruct a [Dirichlet Process](https://github.com/tdhopper/notes-on-dirichlet-processes) from any random sampler.\n\n```\nIn [1]: from dp import DirichletProcess\n\nIn [2]: from random import normalvariate\n\nIn [3]: from collections import Counter\n\nIn [4]: dp = DirichletProcess(lambda: normalvariate(0, 1), alpha=1)\n\nIn [7]: Counter(dp() for _ in range(1000))\nOut[7]: Counter({-0.029073686274754998: 679, 0.7332646430104509: 301, 0.23296111210571477: 12, -0.7042044460111074: 4, -2.2504937687943922: 4})\n```\n\nInstall with `pip install dirichletprocess` or `conda install -c tdhopper dirichletprocess`.\n\nHistory\n=======\n\n0.2.0 (2015-08-13)\n==================\n\n- Basic functionality added.", "description_content_type": null, "docs_url": null, "download_url": "UNKNOWN", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/tdhopper/dirichlet", "keywords": "dirichlet process", "license": "MIT", "maintainer": null, "maintainer_email": null, "name": "dirichletprocess", "package_url": "https://pypi.org/project/dirichletprocess/", "platform": "UNKNOWN", "project_url": "https://pypi.org/project/dirichletprocess/", "project_urls": { "Download": "UNKNOWN", "Homepage": 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