{ "info": { "author": "Caner Turkmen", "author_email": "caner.turkmen@boun.edu.tr", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Programming Language :: Cython", "Programming Language :: Python", "Programming Language :: Python :: 2", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Information Analysis" ], "description": "\n# Welcome to `hawkeslib`\n\n[![Build Status](https://travis-ci.org/canerturkmen/hawkeslib.svg?branch=master)](https://travis-ci.org/canerturkmen/hawkeslib)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![Documentation Status](https://readthedocs.org/projects/hawkeslib/badge/?version=latest)](https://hawkeslib.readthedocs.io/en/latest/?badge=latest)\n[![Python 2.7](https://img.shields.io/badge/python-2.7-blue.svg)](https://www.python.org/downloads/release/python-2715/)\n[![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/)\n\n`hawkeslib` started with the ambition of having a simple Python implementation\nof *plain-vanilla* Hawkes (or *self-exciting* processes), i.e. those\nwith factorized triggering kernels with exponential decay functions.\n\nThe [docs](http://hawkeslib.rtfd.io/) contain tutorials, examples and a detailed API reference.\nFor other examples, see the `examples/` folder.\n\nThe following models are available:\n\n- Univariate Hawkes Process (with exponential delay)\n- Bayesian Univariate Hawkes Process (with exponential delay)\n- Poisson Process\n- 'Bayesian' Poisson process\n\nBayesian variants implement methods for sampling from the posterior as well as calculating\nmarginal likelihood (e.g. for Bayesian model comparison).\n\n## Installation\n\n`Cython` 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