{"id":29071381,"url":"https://github.com/selectel/ml_clearml_pipelines","last_synced_at":"2025-06-27T13:30:27.975Z","repository":{"id":276635840,"uuid":"928801370","full_name":"selectel/ml_clearml_pipelines","owner":"selectel","description":"Examples for clearml pipelines","archived":false,"fork":false,"pushed_at":"2025-02-09T14:23:06.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-31T20:39:08.546Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/selectel.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":"2025-02-07T09:09:59.000Z","updated_at":"2025-02-09T14:29:29.000Z","dependencies_parsed_at":"2025-02-09T15:29:56.020Z","dependency_job_id":"9339d542-5b41-4fba-8773-3f58b764268a","html_url":"https://github.com/selectel/ml_clearml_pipelines","commit_stats":null,"previous_names":["selectel/ml_clearml_pipelines"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/selectel/ml_clearml_pipelines","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/selectel%2Fml_clearml_pipelines","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/selectel%2Fml_clearml_pipelines/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/selectel%2Fml_clearml_pipelines/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/selectel%2Fml_clearml_pipelines/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/selectel","download_url":"https://codeload.github.com/selectel/ml_clearml_pipelines/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/selectel%2Fml_clearml_pipelines/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262264815,"owners_count":23284399,"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":[],"created_at":"2025-06-27T13:30:24.571Z","updated_at":"2025-06-27T13:30:27.950Z","avatar_url":"https://github.com/selectel.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Примеры пайплайнов в Clearml\n\nДанный репозиторий содержит примеры использования пайплайнов в Clearml.\n\nВсе крутится вокруг трех шагов:\n- скачивания данных из внешнего источника;\n- подготовка набора данных;\n- обучение модели на подготовленных данных.\n\n## Запуск экспериментов\n\nЭксперименты запускаются локально, поэтому нужно установить окружение\n\n```bash\nconda env create --file environment.yml\n```\n\nПосле этого нужно последовательно запустить три скрипта:\n- step1_dataset_artifact.py;\n- step2_data_processing.py;\n- step3_train_model.py.\n\nЭто необходимо для того, чтобы в Clearml возникли задачи, на которые пайплайн будет ссылаться.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fselectel%2Fml_clearml_pipelines","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fselectel%2Fml_clearml_pipelines","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fselectel%2Fml_clearml_pipelines/lists"}