{"id":50560104,"url":"https://github.com/mathworks-ref-arch/matlab-mlflow","last_synced_at":"2026-06-04T11:30:51.767Z","repository":{"id":358649992,"uuid":"1242317301","full_name":"mathworks-ref-arch/matlab-mlflow","owner":"mathworks-ref-arch","description":"MATLAB® interfaces to MLflow™ Tracking and MLflow Model Logging.","archived":false,"fork":false,"pushed_at":"2026-05-18T10:31:17.000Z","size":6916,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-18T12:31:03.190Z","etag":null,"topics":["matlab","mlflow","mlflow-model","mlflow-tracking"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mathworks-ref-arch.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.MD","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-18T10:13:01.000Z","updated_at":"2026-05-18T11:19:31.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/mathworks-ref-arch/matlab-mlflow","commit_stats":null,"previous_names":["mathworks-ref-arch/matlab-mlflow"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/mathworks-ref-arch/matlab-mlflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks-ref-arch%2Fmatlab-mlflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks-ref-arch%2Fmatlab-mlflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks-ref-arch%2Fmatlab-mlflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks-ref-arch%2Fmatlab-mlflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mathworks-ref-arch","download_url":"https://codeload.github.com/mathworks-ref-arch/matlab-mlflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks-ref-arch%2Fmatlab-mlflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33903134,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-04T02:00:06.755Z","response_time":64,"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":["matlab","mlflow","mlflow-model","mlflow-tracking"],"created_at":"2026-06-04T11:30:51.688Z","updated_at":"2026-06-04T11:30:51.759Z","avatar_url":"https://github.com/mathworks-ref-arch.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MATLAB Interface *for MLflow*\n\nThis package provides MATLAB® interfaces to MLflow™ Tracking and MLflow Model Logging. The package provides three main interfaces:\n\n* Fluent interface to [MLflow Tracking](https://mlflow.org/docs/latest/ml/tracking/) - this enables MATLAB to interact with [MLflow Tracking](https://mlflow.org/docs/latest/ml/tracking/) using an interface which is very similar to the well known [MLflow's Python fluent interface](https://mlflow.org/docs/latest/api_reference/python_api/mlflow.html).\n* MATLAB MLflow model flavor - this enables MATLAB code to be logged as [MLflow models](https://mlflow.org/docs/latest/ml/model/). These models can then later be loaded into MATLAB again and/or in some cases these models are then also useable outside of MATLAB.\n* RESTful interface to [MLflow Tracking](https://mlflow.org/docs/latest/ml/tracking/) - this enables MATLAB to interact with [MLflow Tracking](https://mlflow.org/docs/latest/ml/tracking/) through its [REST API](https://mlflow.org/docs/latest/api_reference/rest-api.html). This interface is more verbose than the fluent interface but does not require Python®.\n\n## Requirements\n\n### MathWorks Products (http://www.mathworks.com)\n\n* MATLAB R2022b or later\n* For selected features of the MATLAB MLflow model flavor:\n  * MATLAB Compiler SDK™, or\n  * Deep Learning Toolbox™, with\n    * Deep Learning Toolbox Converter for ONNX™ Model Format\n\n### 3rd Party Products\n\n* MLflow (compatible) Tracking servers and model registries, for example (but not limited to):\n  * [MLflow Tracking Server](https://mlflow.org/docs/latest/api_reference/cli.html#mlflow-server)\n  * Databricks™\n  * Microsoft Azure® Machine Learning\n* For the fluent interface and MATLAB flavor\n  * Python version 3.10 or newer (also see [Versions of Python Compatible with MATLAB Products by Release\n](https://www.mathworks.com/support/requirements/python-compatibility.html))\n  * `mlflow` Python package version 2.* or 3.* \n\n## Installation\n\nTo use the package first clone the repository:\n\n```console\n$ git clone https://github.com/mathworks-ref-arch/matlab-mlflow.git\n```\n\nThen consult [Installation (fluent interface and MATLAB flavor)](https://mathworks-ref-arch.github.io/matlab-mlflow/main/InstallationPython.html) and/or [Installation (RESTful interface)](https://mathworks-ref-arch.github.io/matlab-mlflow/main/Installation.html) for further installation instructions.\n\n## Usage\n\nPlease see the [documentation](https://mathworks-ref-arch.github.io/matlab-mlflow/main/) for more information.\n\n## License\n\nThe license for the MATLAB Interface *for MLflow* is available in the LICENSE.md file in this repository.\n\n## Enhancement Requests\n\nProvide suggestions for additional features or capabilities using the following link:\nhttps://www.mathworks.com/products/reference-architectures/request-new-reference-architectures.html\n\n## Support\n\nPlease submit a GitHub issue.\n\n[//]: #  (Copyright 2020-2026 The MathWorks, Inc.)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks-ref-arch%2Fmatlab-mlflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathworks-ref-arch%2Fmatlab-mlflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks-ref-arch%2Fmatlab-mlflow/lists"}