{"id":15740434,"url":"https://github.com/soumyajit4419/spam_email_classifier","last_synced_at":"2025-05-07T01:47:45.381Z","repository":{"id":104875697,"uuid":"247500627","full_name":"soumyajit4419/Spam_Email_Classifier","owner":"soumyajit4419","description":"To check if the send email was a spam or not. A Flask API to detect spam or ham using Python and Sklearn .","archived":false,"fork":false,"pushed_at":"2020-05-02T19:21:09.000Z","size":6451,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-31T05:09:29.003Z","etag":null,"topics":["classification","flask","nlp","spam-email-classifier"],"latest_commit_sha":null,"homepage":"https://spam-email-check-app.herokuapp.com/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/soumyajit4419.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":"2020-03-15T16:03:13.000Z","updated_at":"2025-01-29T19:50:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"2342d733-0f7c-4985-9bd7-1044af25ffaf","html_url":"https://github.com/soumyajit4419/Spam_Email_Classifier","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/soumyajit4419%2FSpam_Email_Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soumyajit4419%2FSpam_Email_Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soumyajit4419%2FSpam_Email_Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soumyajit4419%2FSpam_Email_Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/soumyajit4419","download_url":"https://codeload.github.com/soumyajit4419/Spam_Email_Classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252798776,"owners_count":21805880,"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":["classification","flask","nlp","spam-email-classifier"],"created_at":"2024-10-04T02:21:26.801Z","updated_at":"2025-05-07T01:47:45.358Z","avatar_url":"https://github.com/soumyajit4419.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Project Name\n## Spam Email Classifier\n----\n\n## Project Description\nThis project is a Classification of email to check if the send email was  a spam or not,Using Classification algorithm and Preprocessing using NLP.\n\n### This model is implemented with a flask backend and is deployed on heroku.\n### https://spam-email-check-app.herokuapp.com/\n\n\n## Methods Used\n* Feature Engineering\n* Machine Learning\n* Data Visualization\n* NLP\n\n\n## Technologies \n* Python\n* Flask\n\n\n\n## Project Folders\n* Server- It contains all the server related files it.It has app.py.\n*       - To run python app.py\n*       - You will get a flask server running in local host\n\n\n* Model- It contains the Trained Model Code and pickle file.\n\n\n\n![Working Server Image](https://github.com/soumyajit4419/Spam_Email_Classifier/blob/image/nonspam.png?raw=true)\n![Working Server Image](https://github.com/soumyajit4419/Spam_Email_Classifier/blob/image/spam.png?raw=true)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoumyajit4419%2Fspam_email_classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsoumyajit4419%2Fspam_email_classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoumyajit4419%2Fspam_email_classifier/lists"}