{"id":18376335,"url":"https://github.com/fmind/mlflow-demo","last_synced_at":"2025-04-14T00:53:50.860Z","repository":{"id":186524124,"uuid":"625227875","full_name":"fmind/mlflow-demo","owner":"fmind","description":"MLflow demo for the MLOps Community Meetup at Luxembourg.","archived":false,"fork":false,"pushed_at":"2023-04-24T08:44:56.000Z","size":265,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-21T00:02:26.889Z","etag":null,"topics":["community","demo","machine-learning","mlflow","mlops"],"latest_commit_sha":null,"homepage":"https://docs.google.com/presentation/d/1fjoQ2DnTzhyaMI9dC6E2_RIKylW8hAGS5iQ6TapZfZo/edit#slide=id.g22c0e1e4f17_3_21","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/fmind.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}},"created_at":"2023-04-08T13:11:17.000Z","updated_at":"2025-02-18T04:15:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"a2de4466-279d-4a65-b5f4-5a8645c6fe24","html_url":"https://github.com/fmind/mlflow-demo","commit_stats":null,"previous_names":["fmind/mlflow-demo"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmind%2Fmlflow-demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmind%2Fmlflow-demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmind%2Fmlflow-demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmind%2Fmlflow-demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fmind","download_url":"https://codeload.github.com/fmind/mlflow-demo/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248804784,"owners_count":21164131,"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":["community","demo","machine-learning","mlflow","mlops"],"created_at":"2024-11-06T00:22:55.571Z","updated_at":"2025-04-14T00:53:50.825Z","avatar_url":"https://github.com/fmind.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLflow Demo\n\nMLflow demo for the MLOps Community Meetup at Luxembourg.\n\n# Requirements\n\n- [Python](https://www.python.org/)\n- [Poetry](https://python-poetry.org/)\n- [PyInvoke](https://www.pyinvoke.org/)\n- [Docker](https://www.docker.com/)\n- [Docker Compose](https://docs.docker.com/compose/)\n\n# Installation\n\n```bash\n# install the project environment\ninv install\n# start the MLflow server from Docker\ninv serve\n```\n\nRemember to activate the Virtual Environment before accessing the project:\n\n```bash\n# on Linux and Mac\n./.venv/bin/activate\n```\n\n# Reproduction\n\n## MLflow Tracking\n\n```bash\npoetry run python src/mldemo/tracking.py\n```\n\n## MLflow Registry\n\n```bash\npoetry run python src/mldemo/registry.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffmind%2Fmlflow-demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffmind%2Fmlflow-demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffmind%2Fmlflow-demo/lists"}