{"id":21994438,"url":"https://github.com/codelibs/recotem","last_synced_at":"2025-03-23T04:13:59.530Z","repository":{"id":45085924,"uuid":"362102925","full_name":"codelibs/recotem","owner":"codelibs","description":"An easy to use interface to recommender systems.","archived":false,"fork":false,"pushed_at":"2024-12-08T09:33:46.000Z","size":498,"stargazers_count":8,"open_issues_count":1,"forks_count":1,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-01-28T10:36:19.154Z","etag":null,"topics":["recomender-system"],"latest_commit_sha":null,"homepage":"https://recotem.org","language":"Vue","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/codelibs.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":"2021-04-27T12:23:50.000Z","updated_at":"2024-12-08T09:33:50.000Z","dependencies_parsed_at":"2025-01-28T10:43:30.751Z","dependency_job_id":null,"html_url":"https://github.com/codelibs/recotem","commit_stats":null,"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelibs%2Frecotem","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelibs%2Frecotem/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelibs%2Frecotem/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelibs%2Frecotem/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codelibs","download_url":"https://codeload.github.com/codelibs/recotem/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245052673,"owners_count":20553172,"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":["recomender-system"],"created_at":"2024-11-29T21:08:54.602Z","updated_at":"2025-03-23T04:13:59.505Z","avatar_url":"https://github.com/codelibs.png","language":"Vue","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Recotem\n\n## Overview\n\nRecotem is an easy to use interface to recommender systems;\nRecotem can be launched on any platform with Docker.\nIt ships with a Web-base UI, and you can train and (qualitatively) evaluate the recommendation engine solely using UI.\n\n![Sample usage of recotem](./recotem-sample-image.png)\n\nRecotem is licensed under Apache 2.0.\n\n## Website\n\n[recotem.org](https://recotem.org)\n\n## Issues/Questions\n\n[discuss.codelibs.org](https://discuss.codelibs.org/c/recotemen/11)\n\n## Getting Started\n\nThere are two ways to start using Recotem. Both requires [latest docker](https://docs.docker.com/get-docker/).\n\n### 1. Using pre-built image.\n\n1. Visit [latest release](https://github.com/codelibs/recotem/releases/latest)\n1. Download \"Docker resources to try out\" from Assets\n1. Unzip it and\n   - (Windows) Click \"recotem-compose\" script\n   - (Linux \u0026 MacOS) Run `docker-compose` there.\n     ```sh\n        docker-compose up`\n     ```\n\nSee [https://recotem.org/guide/installation.html]([https://recotem.org/guide/installation.html]) for a friendlier introduction.\n\n### 2. Building the image\n\n1. Clone this repository.\n2. In the repository top directory, simply run\n   ```sh\n       docker-compose up\n   ```\n\n## Development\n\n### Backend \u0026 Worker\n\nTo run the backend (and worker) in Django development mode, use `docker-compose-dev.yml`.\n\n```\ndocker-compose -f docker-compose-dev.yml build\ndocker-compose -f docker-compose-dev.yml up\n```\n\n### frontend\n\nTo run the frontend webpack-dev-sever, you will need a descent version of yarn.\n\nAfter `yarn` under `frontend/` directory to install the dependency, run\n\n```sh\ncd frontend\nyarn serve\n```\n\nIn order for the frontend to work with the API, you first have to launch the backend following the above instruction.\n\n## Command-line tool\n\n[recotem-cli](https://github.com/codelibs/recotem-cli) allows you to\n\n- tune \u0026 train recommender systems\n- obtain the recommendation result\n\nvia command-line interface.\n\n## Batch execution on ECS\n\nThere is [an example project](https://github.com/codelibs/recotem-batch-example) which uses recotem to batch-execute recommendation task on Amazon ECS.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelibs%2Frecotem","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodelibs%2Frecotem","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelibs%2Frecotem/lists"}