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        "author": "Imran Khan",
        "author_email": "strongsoda2@gmail.com",
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        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Software Development :: Build Tools"
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        "description": "## Python Data Structures and Algorithms\n\n[![GitHub issues](https://img.shields.io/github/issues/strongSoda/gopy?style=flat-square)](https://github.com/strongSoda/gopy/issues)  [![GitHub forks](https://img.shields.io/github/forks/strongSoda/gopy?style=flat-square)](https://github.com/strongSoda/gopy/network) [![GitHub stars](https://img.shields.io/github/stars/strongSoda/gopy?style=flat-square)](https://github.com/strongSoda/gopy/stargazers) [![GitHub license](https://img.shields.io/github/license/strongSoda/gopy?style=flat-square)](https://github.com/strongSoda/gopy/blob/master/LICENSE.txt) [![PayPal](https://img.shields.io/badge/PayPal-Donate-blue)](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=P3BP3APA22KEU&source=url)\n\n**One utility** to get all the algorithms fast and ready into your project, analyze their **visualizations** for your specific test case (not nature of increase but actual running time) and **study** their implementation for academic purposes. :+1:\n\n<p align=\"center\">\n  <img width=\"560\" height=\"300\" src=\"https://media.giphy.com/media/ehgT3wyRUxAnylAzXW/giphy.gif\">\n</p\n\nThis library is under active development. :star: Star the repo for updates.\n\n- [Installation](#install)\n- [Usage](#usage)\n- [Api Docs](#api-docs)\n- [For Analysis](#for-analysis)\n- [List of Implementations](#list-of-implementations)\n- [Contribute](#contribute)\n- [Support](#support)\n\n### Api Docs\n\nRead the full doumentation here [API Docs](https://strongsoda.github.io/gopy/)\n\n### Install\n\n```bash\npip3 install gopy\n```\n\nor\n\n```bash\npip install gopy\n```\n\n### Usage\n\nYou can test this by making a python file `test.py`\n\n**Example:** Bubble Sort\n\n```python\nfrom gopy.sorting import bubble\nprint(bubble.sort([5,4,3,2,1]))\n```\n\nOutput: \n\n```bash\n[1,2,3,4,5]\n```\n\n**Example:** Linear Search\n\n```python\nfrom gopy.search import lsearch\nprint(lsearch.search(3,[5,4,3,2,1]))\n```\n\nOutput: \n\n```bash\n2\n```\n\n**Example:** Binary Search\n\n```python\nfrom gopy.search import bsearch\nprint(bsearch.search(30,[5,4,3,2,1]))\n```\n\nOutput: \n\n```bash\nNot Found\n```\n\n### For Analysis\n\n#### Building awesome visualizations for algorithms\n\nAlthough on paper one algorithm might prove better than other but it's mostly based on nature of order of increase in \nrunning time with respect to input size.\nHowever, in practice an algorithm having higher runtime complexity than others may actually have a smaller runtime\nfor your specific test case.\nWith gopy, you can test each algorithm's behavior for your specific input and test case and compare actual running times in practice.\n\neg:\n\n**test for knuth_morris_pratt**\n\n```python\nfrom gopy.profile import profile\nfrom gopy.strings.knuth_morris_pratt import match \nprint(profile('match(\"ABCDAADDABCABAB\",\"A\")'))\n```\nThis will make in depth visualizations in your browser for the kmp algorithm.\n\n<p align=\"center\">\n  <img width=\"760\" height=\"400\" src=\"https://media.giphy.com/media/ehgT3wyRUxAnylAzXW/giphy.gif\">\n</p\n\n### List of implementations\n\n- [sorting](/gopy/sorting/)\n    - [bubble](/gopy/sorting/bubble.py/)\n- [searching](/gopy/search/)\n    - [linear search](/gopy/search/lsearch.py/)\n    - [binary search](/gopy/search/bsearch.py/)\n\n\n### Contributing\n\nAny form of contribution is welcome :smile:\n\n### Support\n\nIf this project helps you, consider supporting\n\n\n<a href=\"https://www.patreon.com/bePatron?u=17066721\">\n  <img src=\"https://c5.patreon.com/external/logo/become_a_patron_button@2x.png\" width=\"160\">\n</a>\n\n#### OR \n\n[Paypal](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=P3BP3APA22KEU&source=url)\n\n\n",
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