{"id":20131126,"url":"https://github.com/geffy/retailhero-recommender-solution","last_synced_at":"2025-10-14T11:36:31.577Z","repository":{"id":82418840,"uuid":"244216813","full_name":"geffy/retailhero-recommender-solution","owner":"geffy","description":"3rd place solution for RetailHero.ai/#2","archived":false,"fork":false,"pushed_at":"2020-03-01T20:35:06.000Z","size":81608,"stargazers_count":16,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-09T16:51:14.701Z","etag":null,"topics":["collaborative-filtering","contest-solution","recommender-system","retail-data"],"latest_commit_sha":null,"homepage":"","language":"Python","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/geffy.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":"2020-03-01T20:15:14.000Z","updated_at":"2024-01-09T10:43:46.000Z","dependencies_parsed_at":"2023-06-15T15:00:30.768Z","dependency_job_id":null,"html_url":"https://github.com/geffy/retailhero-recommender-solution","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/geffy/retailhero-recommender-solution","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geffy%2Fretailhero-recommender-solution","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geffy%2Fretailhero-recommender-solution/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geffy%2Fretailhero-recommender-solution/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geffy%2Fretailhero-recommender-solution/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geffy","download_url":"https://codeload.github.com/geffy/retailhero-recommender-solution/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geffy%2Fretailhero-recommender-solution/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279019052,"owners_count":26086516,"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":"2025-10-14T02:00:06.444Z","response_time":60,"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","contest-solution","recommender-system","retail-data"],"created_at":"2024-11-13T20:45:45.575Z","updated_at":"2025-10-14T11:36:31.572Z","avatar_url":"https://github.com/geffy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"#  Решение задачи [RetailHero.ai/#2](https://retailhero.ai/c/recommender_system/overview) [3-е место]\n\nСобрано на основе [бэйслайна](https://github.com/datagym-ru/retailhero-recomender-baseline)\n\n## Шаги по подготовке:\n\n### Скопировать данные в data/raw\n```\ncd {REPO_ROOT}\nmkdir -p data/raw\ncp /path/to/upacked/data/*.csv ./data/raw\n```\n\n\n### Запусить основной скрипт\n```bash\n./main.sh\n```\n\n### Упаковать сабмит\n```bash\ncd submit\nzip -r submit_title.zip solution/*\n```\n\n## Результаты: \n```\nCheck: 0,1403\nPublic: 0,1320\nPrivate: 0,145728\n```\n\n\n## P.S.\nВ `submit/submit_v4.3f_noDaily_noDebug.zip` находится оригинальный файл сабмита. \n\nДанный репозиторий представляет более чистую (по сравнению с оригиналом) версию кода для сбора решения. Точная воспроизводимость результатов не гарантируется.\n\nВерсии библиотек перечислены в `requirements.txt`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeffy%2Fretailhero-recommender-solution","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeffy%2Fretailhero-recommender-solution","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeffy%2Fretailhero-recommender-solution/lists"}