{"id":19662619,"url":"https://github.com/yogeshnile/spam-sms-prediction","last_synced_at":"2025-04-28T21:32:05.978Z","repository":{"id":112649065,"uuid":"272872291","full_name":"yogeshnile/SPAM-SMS-Prediction","owner":"yogeshnile","description":"In this repo i have created a SMS Spam Prediction project in machine learning using NLP.","archived":false,"fork":false,"pushed_at":"2020-07-15T12:41:41.000Z","size":274,"stargazers_count":5,"open_issues_count":0,"forks_count":7,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-05T11:12:46.294Z","etag":null,"topics":["machine-learning","nlp-machine-learning","nltk","python3","sms","sms-spam-classifier","sms-spam-detection","spam-classification","spam-detection"],"latest_commit_sha":null,"homepage":"https://spam-sms-dectector.herokuapp.com","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yogeshnile.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-06-17T03:48:58.000Z","updated_at":"2024-07-08T01:04:39.000Z","dependencies_parsed_at":"2023-06-02T04:00:41.965Z","dependency_job_id":null,"html_url":"https://github.com/yogeshnile/SPAM-SMS-Prediction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yogeshnile%2FSPAM-SMS-Prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yogeshnile%2FSPAM-SMS-Prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yogeshnile%2FSPAM-SMS-Prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yogeshnile%2FSPAM-SMS-Prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yogeshnile","download_url":"https://codeload.github.com/yogeshnile/SPAM-SMS-Prediction/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251391261,"owners_count":21582137,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["machine-learning","nlp-machine-learning","nltk","python3","sms","sms-spam-classifier","sms-spam-detection","spam-classification","spam-detection"],"created_at":"2024-11-11T16:11:57.508Z","updated_at":"2025-04-28T21:32:05.966Z","avatar_url":"https://github.com/yogeshnile.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SPAM SMS Prediction :notebook:\nIn this repo i have created a SMS Spam Prediction project in machine learning using NLP, and i am using [nltk](https://pypi.org/project/nltk/) Library for NLP.\n\n[![](https://camo.githubusercontent.com/2fb0723ef80f8d87a51218680e209c66f213edf8/68747470733a2f2f666f7274686562616467652e636f6d2f696d616765732f6261646765732f6d6164652d776974682d707974686f6e2e737667)](https://python.org)\n\n - Deployment repo :point_right: [Click Here](https://github.com/yogeshnile/spam-sms-detector)\n - Live [Demo](https://spam-sms-dectector.herokuapp.com)\n\n# Motivation :monocle_face:\n  - Day by day people get a lot of sms, In those sms include are spam and helpful message. In today's runaway life we don't have enough time to recognize these sms whether it is spam or not, so i have develop a machine learning programme using kaggle dataset which will split the sms. Hope this programme are helpful for you. \n\n# Technology used in Project :hotsprings:\n\u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/pandas.png\" width=\"300\"\u003e  \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/Jupyter.png\" width=\"150\"\u003e    \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/numpy.png\" width=\"200\"\u003e   \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/matplotlib.jpg\" width=\"400\"\u003e   \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/seaborn.png\" width=\"200\"\u003e    \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/python_nltk.png\" width=\"150\"\u003e    \u003cimg target=\"_blank\" src=\"https://github.com/yogeshnile/technology/blob/master/sklearn.png\" width=\"200\"\u003e\n\n## Bug / Feature Request :man_technologist:\nIf you find a bug (the website couldn't handle the query and / or gave undesired results), kindly open an issue [here](https://github.com/yogeshnile/SPAM-SMS-Prediction/issues/new) by including your search query and the expected result.\n\nIf you'd like to request a new function, feel free to do so by opening an issue [here](https://github.com/yogeshnile/SPAM-SMS-Prediction/issues/new). Please include sample queries and their corresponding results.\n\n\n## Connect with me! 🌐\nKnown on internet as **Yogesh Nile**\n\n[\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/linkedin.png\" title=\"LinkedIn\"\u003e](https://bit.ly/2Ky3ho6)  [\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/github.png\" title=\"Github\"\u003e](https://bit.ly/2yoggit) [\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/twitter.png\" title=\"Twitter\"\u003e](https://bit.ly/3dbLJLC) [\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/telegram-app.png\" title=\"Telegram\"/\u003e](https://t.me/yogeshnile) [\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/instagram-new.png\" title=\"Instagram\"\u003e](https://bit.ly/3b9Qeo4)  [\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/instagram.png\" title=\"Instagram Personal\"\u003e](https://bit.ly/32SXHV0)\n\n## Email Me :e-mail:\n\n[\u003cimg target=\"_blank\" src=\"https://img.icons8.com/bubbles/100/000000/secured-letter.png\" title=\"Mail me\"\u003e](mailto:yogeshnile.work4u@gmail.com)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyogeshnile%2Fspam-sms-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyogeshnile%2Fspam-sms-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyogeshnile%2Fspam-sms-prediction/lists"}