{"id":19538116,"url":"https://github.com/nirmit27/book-recommender-system","last_synced_at":"2026-05-05T09:31:16.885Z","repository":{"id":223350420,"uuid":"759911971","full_name":"nirmit27/Book-Recommender-System","owner":"nirmit27","description":"This is a book recommendation system based on item-based Collaborative Filtering memory-based model created using Flask.","archived":false,"fork":false,"pushed_at":"2025-01-05T07:24:34.000Z","size":26433,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-26T04:31:35.612Z","etag":null,"topics":["data-analysis","data-science","flask","python","python3","recommender-system","render"],"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/nirmit27.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":"2024-02-19T15:17:16.000Z","updated_at":"2025-01-05T07:24:38.000Z","dependencies_parsed_at":"2025-01-05T08:27:50.827Z","dependency_job_id":null,"html_url":"https://github.com/nirmit27/Book-Recommender-System","commit_stats":null,"previous_names":["nirmit27/book-recommender-system"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/nirmit27/Book-Recommender-System","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2FBook-Recommender-System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2FBook-Recommender-System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2FBook-Recommender-System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2FBook-Recommender-System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nirmit27","download_url":"https://codeload.github.com/nirmit27/Book-Recommender-System/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2FBook-Recommender-System/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32643472,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-04T10:08:07.713Z","status":"online","status_checked_at":"2026-05-05T02:00:06.033Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["data-analysis","data-science","flask","python","python3","recommender-system","render"],"created_at":"2024-11-11T02:31:44.802Z","updated_at":"2026-05-05T09:31:16.860Z","avatar_url":"https://github.com/nirmit27.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eBook Recommendation System\u003c/h1\u003e\n\nThis is a book recommendation website created using the **Flask** framework that makes book recommendations to the user based on a dataset from **Kaggle**. It leverages the **collaborative filtering** method of creating recommendation systems.\n\n## Preview\n### Top 50 Books\n![Top 50 Page preview](./static/ss_top50.png)\n- **Top 50** books from the dataset based on **average ratings** are displayed on the `/top50` endpoint.\n\n### Recommendations\n![Recommender Page preview](./static/ss_rec.png)\n* Based on the user input, **Top 5** recommendations are displayed on the `/recommend` endpoint.\n* These recommendations are made on the basis of **cosine similarity** scores of the books with respect to the book provided as user input.\n\n## Dataset link\n[Book Recommendation Dataset](https://www.kaggle.com/datasets/arashnic/book-recommendation-dataset)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnirmit27%2Fbook-recommender-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnirmit27%2Fbook-recommender-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnirmit27%2Fbook-recommender-system/lists"}