{"id":23925307,"url":"https://github.com/moeh-jama/user-based-predictor","last_synced_at":"2025-10-06T14:12:18.416Z","repository":{"id":81029983,"uuid":"162830067","full_name":"Moeh-Jama/user-based-predictor","owner":"Moeh-Jama","description":"Collaborative filtering algorithm used to  predict a users rating for some unseen item using its k closest (similiar) rating users. Built using pearson's correlation, Knn, and resnick algorithm.","archived":false,"fork":false,"pushed_at":"2021-12-10T11:10:20.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-06-04T23:18:27.755Z","etag":null,"topics":["collaborative-filtering","pearson-correlation","predictive-modeling","rating-system","recommender-system"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/Moeh-Jama.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":"2018-12-22T17:25:12.000Z","updated_at":"2021-12-10T11:10:23.000Z","dependencies_parsed_at":"2023-07-11T16:45:55.952Z","dependency_job_id":null,"html_url":"https://github.com/Moeh-Jama/user-based-predictor","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Moeh-Jama/user-based-predictor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Moeh-Jama%2Fuser-based-predictor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Moeh-Jama%2Fuser-based-predictor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Moeh-Jama%2Fuser-based-predictor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Moeh-Jama%2Fuser-based-predictor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Moeh-Jama","download_url":"https://codeload.github.com/Moeh-Jama/user-based-predictor/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Moeh-Jama%2Fuser-based-predictor/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278621861,"owners_count":26017257,"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","status":"online","status_checked_at":"2025-10-06T02:00:05.630Z","response_time":65,"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":["collaborative-filtering","pearson-correlation","predictive-modeling","rating-system","recommender-system"],"created_at":"2025-01-05T20:12:57.694Z","updated_at":"2025-10-06T14:12:18.384Z","avatar_url":"https://github.com/Moeh-Jama.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# user based predictor\nusing a csv of ratings \u0026  movies that was gotten from https://grouplens.org/datasets/movielens/\n\ncollect n-users and their ratings. Purpose of the repo is to find the predictive rating for a user a on an unseen, to user a, item j. Find the k nearest neighbours of user a who have high correalation to them and have previously rated item j. Use the resnick algorithm to then find the predicitive rating for item j for user a.\n\nMain-File: main_script.py\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoeh-jama%2Fuser-based-predictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmoeh-jama%2Fuser-based-predictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoeh-jama%2Fuser-based-predictor/lists"}