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version](https://img.shields.io/pypi/v/vandal?color=178\u0026\u0026label=PyPi%20version\u0026style=flat-square)](https://pypi.org/project/vandal)\r\n[![Python version](https://img.shields.io/pypi/pyversions/vandal?color=178\u0026label=Python%20version\u0026style=flat-square)](https://pypi.org/project/vandal)\r\n[![Latest publish](https://img.shields.io/github/last-commit/dkundih/vandal?color=178\u0026label=Latest%20publish\u0026style=flat-square)](https://github.com/dkundih/vandal)\r\n[![Format](https://img.shields.io/pypi/format/vandal?color=178\u0026label=Format\u0026style=flat-square)](https://pypi.org/project/vandal)\r\n\r\nvandal\r\n=====\r\n\r\nData science, Data manipulation and Machine learning library.\r\nUse permitted according to the terms of use and conditions set by the attached license.\r\n\r\n**Installation**\r\n\r\n```sh\r\n# using pip.\r\npip install vandal\r\n```\r\n\r\n**Dependencies**\r\n\r\n```sh\r\n# using pip.\r\npip install vandal -r requirements.txt\r\n```\r\n\r\n\u003ch3\u003eGUI applications\u003c/h3\u003e\r\n\r\nvandal provides an option of being run within any terminal as a data science/machine learning application in the form of a GUI. \r\n\r\n```sh\r\n# terminal app entry choices for GUI apps.\r\npython -m vandal -e montecarlogui / python -m vandal --entry montecarlogui\r\n```\r\n\r\n\u003ch3\u003eTerminal CLI application\u003c/h3\u003e\r\n\r\nvandal provides an option of being run within any terminal as a data science/machine learning application. \r\n\r\n**Terminal options**\r\n\r\n```sh\r\n# terminal app options help.\r\npython -m vandal -h / python -m vandal --help\r\n```\r\n\r\n```sh\r\n# terminal app entry choices.\r\npython -m vandal -e / python -m vandal --entry\r\n```\r\n\r\n```sh\r\n# terminal app entry example.\r\npython -m vandal -e montecarlo / python -m vandal --entry montecarlo\r\n```\r\n**Example use**\r\n\r\n\u003cb\u003eGUI USE #1\u003c/b\u003e\r\n![vandal-terminalgui](https://raw.githubusercontent.com/dkundih/vandal/master/_logistics/MCGUI.png)\r\n\r\n**Example use**\r\n\r\n\u003cb\u003eTERMINAL USE #1\u003c/b\u003e\r\n![vandal-terminal1](https://raw.githubusercontent.com/dkundih/vandal/master/_logistics/vandalCLI1.jpg)\r\n\u003cb\u003eTERMINAL USE #2\u003c/b\u003e\r\n![vandal-terminal2](https://raw.githubusercontent.com/dkundih/vandal/master/_logistics/vandalCLI2.jpg)\r\n\u003cb\u003eEXAMPLE GRAPH\u003c/b\u003e\r\n![vandal-terminal3](https://raw.githubusercontent.com/dkundih/vandal/master/_logistics/vandalCLI3.jpeg)\r\n\u003cb\u003eEXAMPLE OUTPUT\u003c/b\u003e\r\n![vandal-terminal4](https://raw.githubusercontent.com/dkundih/vandal/master/_logistics/vandalCLI4.jpg)\r\n\r\n\r\n\u003ch3\u003ePython library\u003c/h3\u003e\r\n\r\nvandal functions as a library that can be run in python/jupyter environment and also integrated in other libraries and projects.\r\n\r\n**Import**\r\n\r\n```sh\r\n# import the library.\r\nimport vandal\r\n```\r\n\r\n**Help**\r\n\r\n```sh\r\n# library help.\r\nprint(help(vandal))\r\n```\r\n\r\n```sh\r\n# module/object help.\r\nprint(help(vandal.MonteCarlo))\r\n```\r\n\r\n**Meta data**\r\n\r\n```sh\r\n# meta data (individual).\r\nprint(vandal.__version__)\r\n```\r\n\r\n```sh\r\n# all meta data.\r\nprint(help(vandal.misc._meta))\r\n```\r\n\r\n**Library location**\r\n\r\n```sh\r\n# file location after installation.\r\nprint(help(vandal.__file__))\r\n```\r\n\r\n**For whom is vandal made for?**\r\n\r\nvandal is a Python library for Data science and Machine learning, designed to aid researchers and engineers to meet their goals with small effort.\r\n\r\n**Why vandal?**\r\n\r\nAs a vandal gives abandoned walls meaning with graffiti, so does vandal library to the data.\r\n\r\n**A word from the author!**\r\n\r\nThe library itself, its maintenance, updates and stability, logo, videos, promotional materials and everything associated with duality are done by **David Kundih** from **Croatia**.\r\n\r\n\u003ch1 align='center'\u003e Hi! :wave:\u003c/h1\u003e\r\n \r\n\u003cimg src='https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/BLUERED_GHiLI.jpg'/\u003e\r\n \r\n\u003ch4 align='center'\u003eMy latest projects:\u003c/h4\u003e\r\n\u003cp align='center'\u003e\r\n\u003ca href=\"https://github.com/dkundih/vandal\"\u003evandal\u003c/p\u003e  \r\n\u003cp align='center'\u003e\r\n\u003ca href=\"https://github.com/dkundih/duality\"\u003eduality\u003c/p\u003e  \r\n\r\n\u003cp align='center'\u003e\r\n\u003ca href=\"https://www.pypi.org/user/dkundih/\"\u003e\u003cimg height=\"25\" src=\"https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/pypi.jpg\"\u003e\u003c/a\u003e\r\n\u003ca href=\"https://www.researchgate.net/profile/David-Kundih\"\u003e\u003cimg height=\"25\" src=\"https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/rg.jpg\"\u003e\u003c/a\u003e\r\n","funding_links":["https://github.com/sponsors/dkundih","https://patreon.com/dkundih","https://buymeacoffee.com/dkundih"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkundih%2Fvandal","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdkundih%2Fvandal","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkundih%2Fvandal/lists"}