{"id":23646941,"url":"https://github.com/exitare/mlflow-wrapper","last_synced_at":"2025-08-31T22:32:19.796Z","repository":{"id":52811607,"uuid":"521114664","full_name":"Exitare/mlflow-wrapper","owner":"Exitare","description":"MLFlow wrapper for handling experiments and runs with ease","archived":false,"fork":false,"pushed_at":"2022-08-14T03:35:30.000Z","size":21,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-12T04:34:29.013Z","etag":null,"topics":["helper","mlflow","python"],"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/Exitare.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}},"created_at":"2022-08-04T03:50:47.000Z","updated_at":"2022-08-08T16:52:25.000Z","dependencies_parsed_at":"2022-08-23T07:40:29.855Z","dependency_job_id":null,"html_url":"https://github.com/Exitare/mlflow-wrapper","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exitare%2Fmlflow-wrapper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exitare%2Fmlflow-wrapper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exitare%2Fmlflow-wrapper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exitare%2Fmlflow-wrapper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Exitare","download_url":"https://codeload.github.com/Exitare/mlflow-wrapper/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":231633143,"owners_count":18403402,"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":["helper","mlflow","python"],"created_at":"2024-12-28T13:48:08.857Z","updated_at":"2024-12-28T13:48:09.446Z","avatar_url":"https://github.com/Exitare.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLFlow Wrapper\n\nMlflow Wrapper is a python library intended to abstract some functionality away from the developer\nwhen interacting with the mlflow library.\nThe library supports/ improves the handling of experiments and offers helper functions which are not available in mlflow\nby default.\nFurthermore, the library offers functions to interact with Runs itself, and uploading/downloading files.\n\n# Installation\n\n```pip install mlflow-wrapper```\n\n# Quick start\n\nSome quick start examples. Please refer to the [wiki](https://github.com/Exitare/mlflow-wrapper/wiki)\nfor a complete overview of all functions.\n\n\n## Experiment Handler\n\n```\nfrom mlflow_wrapper.experiment_handler import ExperimentHandler\n\n# Connect to a local mlflow server\nexp_handler:ExperimentHandler = ExperimentHandler()\n\n# Get the id of a new experiment which does no exist so far\nexp_id = exp_handler.get_experiment_by_name(experiment_name=\"New Experiment\")\n\n\n```\n\n## Run Handler\n\n```\nfrom mlflow_wrapper.run_handler import RunHandler\n\nrun_handler: RunHandler = RunHandler()\n\n# Delete a parent run and all associated children run. \n# Does only delete the first occurence of the given run name. If multiple runs do have the same name,\n# this command needs to be executed multiple times\n\nrun_handler.delete_run(experiment_id=exp_id, run_name=\"My Run\")\n\n\n```\n\n# Bugs \u0026 Issues\n\nPlease use the GitHub issue tracker for issues. I will try to get to them asap.\n\n# Feedback\n\nFeedback is most welcomed and I will respond asap.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexitare%2Fmlflow-wrapper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fexitare%2Fmlflow-wrapper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexitare%2Fmlflow-wrapper/lists"}