{"id":31320605,"url":"https://github.com/dwade-eng/amazon-product-recommender-prototype-","last_synced_at":"2026-04-28T12:06:12.105Z","repository":{"id":315975771,"uuid":"1061445406","full_name":"dWADE-ENG/Amazon-Product-Recommender-Prototype-","owner":"dWADE-ENG","description":"This project is a content-based product recommendation engine inspired by Amazon's \"Customers who viewed this item also viewed\" feature. It uses a dataset of product metadata and user interactions to suggest similar items based on product titles, brands, and categories using TF-IDF vectorization and cosine similarity.","archived":false,"fork":false,"pushed_at":"2025-09-21T23:11:19.000Z","size":202,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-22T01:10:31.076Z","etag":null,"topics":["html","numpy","pandas","python3","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/dWADE-ENG.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-21T23:08:52.000Z","updated_at":"2025-09-21T23:25:03.000Z","dependencies_parsed_at":"2025-09-22T01:10:32.642Z","dependency_job_id":"34d70958-90e9-475f-9de2-50f209b0a9f2","html_url":"https://github.com/dWADE-ENG/Amazon-Product-Recommender-Prototype-","commit_stats":null,"previous_names":["dwade-eng/amazon-product-recommender-prototype-"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/dWADE-ENG/Amazon-Product-Recommender-Prototype-","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dWADE-ENG%2FAmazon-Product-Recommender-Prototype-","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dWADE-ENG%2FAmazon-Product-Recommender-Prototype-/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dWADE-ENG%2FAmazon-Product-Recommender-Prototype-/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dWADE-ENG%2FAmazon-Product-Recommender-Prototype-/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dWADE-ENG","download_url":"https://codeload.github.com/dWADE-ENG/Amazon-Product-Recommender-Prototype-/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dWADE-ENG%2FAmazon-Product-Recommender-Prototype-/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32379677,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T11:25:28.583Z","status":"ssl_error","status_checked_at":"2026-04-28T11:25:05.435Z","response_time":56,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["html","numpy","pandas","python3","scikit-learn"],"created_at":"2025-09-25T16:51:24.826Z","updated_at":"2026-04-28T12:06:12.085Z","avatar_url":"https://github.com/dWADE-ENG.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Amazon-Product-Recommender-Prototype-\nThis project is a content-based product recommendation engine inspired by Amazon's \"Customers who viewed this item also viewed\" feature. It uses a dataset of product metadata and user interactions to suggest similar items based on product titles, brands, and categories using TF-IDF vectorization and cosine similarity.\n\n🧠 Key Features\n\nTF-IDF Vectorization of product titles and metadata\n\nCosine Similarity for recommending related products\n\nTop-N Recommendations based on a given product index\n\nPrototype View in HTML for exploring how recommendations work visually\n\n💼 Use Cases\n\nE-commerce platforms seeking lightweight, fast recommender systems\n\nEntry-level ML/AI projects demonstrating explainable recommendation logic\n\nIntegration into product landing pages for dynamic upselling\n\n🛠️ Tools \u0026 Libraries\n\nPython\n\npandas, scikit-learn\n\nHTML (for displaying results)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdwade-eng%2Famazon-product-recommender-prototype-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdwade-eng%2Famazon-product-recommender-prototype-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdwade-eng%2Famazon-product-recommender-prototype-/lists"}