{"id":20761324,"url":"https://github.com/abdullahashfaqvirk/Book-Recommendation-System","last_synced_at":"2025-09-27T23:30:31.238Z","repository":{"id":218764343,"uuid":"747292715","full_name":"abdullahashfaq-ds/Book-Recommendation-System","owner":"abdullahashfaq-ds","description":"A personalized book recommendation system that combines collaborative filtering and popularity-based methods, featuring an interactive HTML/CSS frontend and a Flask backend.","archived":false,"fork":false,"pushed_at":"2024-09-19T14:59:45.000Z","size":18268,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-11-17T10:19:41.796Z","etag":null,"topics":["collaborative-filtering","css3","data-science","flask","html5","machine-learning","popularity-prediction","python","recommender-system","tailwindcss"],"latest_commit_sha":null,"homepage":"","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/abdullahashfaq-ds.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":"2024-01-23T16:40:42.000Z","updated_at":"2024-09-19T15:03:18.000Z","dependencies_parsed_at":"2024-01-24T18:51:31.905Z","dependency_job_id":"a505c7c3-d165-4ddf-bc48-bf7d542159ee","html_url":"https://github.com/abdullahashfaq-ds/Book-Recommendation-System","commit_stats":null,"previous_names":["abdullahashfaq-ds/book-recommender-system","abdullahashfaq-ds/book-recommendation-system"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdullahashfaq-ds%2FBook-Recommendation-System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdullahashfaq-ds%2FBook-Recommendation-System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdullahashfaq-ds%2FBook-Recommendation-System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdullahashfaq-ds%2FBook-Recommendation-System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abdullahashfaq-ds","download_url":"https://codeload.github.com/abdullahashfaq-ds/Book-Recommendation-System/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":234469354,"owners_count":18838552,"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":["collaborative-filtering","css3","data-science","flask","html5","machine-learning","popularity-prediction","python","recommender-system","tailwindcss"],"created_at":"2024-11-17T10:18:57.872Z","updated_at":"2025-09-27T23:30:27.619Z","avatar_url":"https://github.com/abdullahashfaq-ds.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Personalized Book Recommendation System\n\nThis project offers a personalized book recommendation system using collaborative filtering and popularity-based methods. It features a user-friendly web interface built with HTML and Tailwind CSS, powered by a Flask backend.\n\n## Key Features\n\n- **Collaborative Filtering:** Recommends books based on user interactions by identifying users with similar preferences.\n- **Popularity-Based Filtering:** Suggests books that are widely recognized and favored by the community.\n- **User-Friendly Frontend:** Designed with HTML and Tailwind CSS to provide an intuitive and engaging user experience.\n- **Flask Backend:** Manages server operations and integrates with machine learning models.\n\n## Web Interface\n\n**Home Page:** A display of the most recommended books across all the users.\n\n![Index Page](/assets/page_01.png)\n\n**Get Recommendations Page:** A search interface showing book recommendations based on user queries.\n\n![Recommendations Page](/assets/page_02.png)\n\n## Installation and Setup\n\nFollow these steps to set up and run the application:\n\n1. **Clone the Repository**\n\n    ```bash\n    git clone git@github.com:abdullahashfaq-ds/Book-Recommendation-System.git\n    cd Book-Recommendation-System\n    ```\n\n2. **Create and Activate a Virtual Environment**\n\n    For Linux/Mac:\n\n    ```bash\n    python -m venv venv\n    source venv/bin/activate\n    ```\n\n    For Windows:\n\n    ```bash\n    python -m venv venv\n    venv\\Scripts\\activate\n    ```\n\n3. **Install Dependencies**\n\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n4. **Run the Flask Application**\n\n    ```bash\n    python app.py\n    ```\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE). See the LICENSE file for more details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdullahashfaqvirk%2FBook-Recommendation-System","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdullahashfaqvirk%2FBook-Recommendation-System","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdullahashfaqvirk%2FBook-Recommendation-System/lists"}