{"id":16472177,"url":"https://github.com/hongooi73/sar","last_synced_at":"2025-06-26T00:04:11.290Z","repository":{"id":56935996,"uuid":"134689766","full_name":"hongooi73/SAR","owner":"hongooi73","description":"Smart adaptive recommendations","archived":false,"fork":false,"pushed_at":"2025-04-13T02:27:56.000Z","size":347,"stargazers_count":21,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-26T00:03:32.656Z","etag":null,"topics":["algorithm","azure","r","recommenders"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hongooi73.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":"CONTRIBUTING.md","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,"zenodo":null}},"created_at":"2018-05-24T09:04:10.000Z","updated_at":"2025-04-13T02:28:00.000Z","dependencies_parsed_at":"2025-06-26T00:03:34.867Z","dependency_job_id":null,"html_url":"https://github.com/hongooi73/SAR","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/hongooi73/SAR","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FSAR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FSAR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FSAR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FSAR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hongooi73","download_url":"https://codeload.github.com/hongooi73/SAR/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FSAR/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261973725,"owners_count":23238586,"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":["algorithm","azure","r","recommenders"],"created_at":"2024-10-11T12:16:24.403Z","updated_at":"2025-06-26T00:04:11.283Z","avatar_url":"https://github.com/hongooi73.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SAR: Smart Adaptive Recommendations\n\n[SAR](https://github.com/Microsoft/Product-Recommendations/blob/master/doc/sar.md) is a practical, rating-free collaborative filtering algorithm for recommendations. It produces explainable results, and is usable on a wide range of problems.\n\nThis package provides the following:\n\n- An R interface to the Azure [Product Recommendations](https://github.com/Microsoft/Product-Recommendations) service, a cloud implementation of SAR. It includes the ability to deploy the backend via the [AzureRMR](https://github.com/Azure/AzureRMR) package, as well as a client frontend.\n\n- A standalone R implementation of SAR, for ease of experimentation and familiarisation. The core algorithm is written in C++ and makes use of multithreading and sparse matrices for speed and efficiency.\n\n## More information\n\n[A detailed description of SAR](https://github.com/Microsoft/Product-Recommendations/blob/master/doc/sar.md)\n\nOther SAR implementations:\n\n- Python: [Recommenders-Team/recommenders](https://github.com/recommenders-team/recommenders)\n- Spark: [Microsoft/SynapseML](https://github.com/microsoft/SynapseML)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhongooi73%2Fsar","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhongooi73%2Fsar","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhongooi73%2Fsar/lists"}