{"id":21380194,"url":"https://github.com/manel15279/ai-spam-classifier","last_synced_at":"2026-01-02T08:42:58.563Z","repository":{"id":223201884,"uuid":"630112744","full_name":"manel15279/AI-SPAM-Classifier","owner":"manel15279","description":"A SPAM classifier developed in Python, utilizing Machine Learning and Deep Learning algorithms like SVM, KNN, Logistic Regression, Neural Networks, Naive Bayes, and LSTM.","archived":false,"fork":false,"pushed_at":"2024-02-18T23:07:58.000Z","size":8074,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-22T22:43:38.919Z","etag":null,"topics":["knn","lstm","naive-bayes","natural-language-processing","spam-classification","svm"],"latest_commit_sha":null,"homepage":"","language":"Roff","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/manel15279.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2023-04-19T17:36:55.000Z","updated_at":"2024-02-18T23:05:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"24ebd716-6597-42f1-94a9-99b98550de62","html_url":"https://github.com/manel15279/AI-SPAM-Classifier","commit_stats":null,"previous_names":["manel15279/ai-spam-classifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/manel15279%2FAI-SPAM-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/manel15279%2FAI-SPAM-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/manel15279%2FAI-SPAM-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/manel15279%2FAI-SPAM-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/manel15279","download_url":"https://codeload.github.com/manel15279/AI-SPAM-Classifier/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243858268,"owners_count":20359259,"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":["knn","lstm","naive-bayes","natural-language-processing","spam-classification","svm"],"created_at":"2024-11-22T10:37:54.221Z","updated_at":"2026-01-02T08:42:58.520Z","avatar_url":"https://github.com/manel15279.png","language":"Roff","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Spam Classifier\n\n## Description\nThis project is a spam classifier implemented in Python, utilizing Machine Learning and Deep Learning algorithms such as Support Vector Machine (SVM), K-Nearest Neighbors (KNN), Logistic Regression, Neural Networks, Naive Bayes, and LSTM. The classifier effectively distinguishes between spam and non-spam emails by leveraging Natural Language Processing (NLP) preprocessing techniques with NLTK. The project focuses on evaluating the performance of each algorithm based on accuracy and execution time. \n\n## Used Libraries\n- BeautifulSoup4\n- Matplotlib\n- NLTK\n- NumPy\n- Pandas\n- Scikit-learn\n- Torch\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmanel15279%2Fai-spam-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmanel15279%2Fai-spam-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmanel15279%2Fai-spam-classifier/lists"}