{"id":13935391,"url":"https://github.com/johnpaulada/microsoftmlserver-docker","last_synced_at":"2025-04-14T23:43:32.472Z","repository":{"id":96440959,"uuid":"105742462","full_name":"johnpaulada/microsoftmlserver-docker","owner":"johnpaulada","description":"An unofficial Microsoft Machine Learning Server Docker image.","archived":false,"fork":false,"pushed_at":"2017-10-06T11:02:50.000Z","size":7,"stargazers_count":143,"open_issues_count":1,"forks_count":11,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-04-14T23:43:27.437Z","etag":null,"topics":["docker","docker-image","machine-learning","microsoft","microsoft-machine-learning","microsoft-machine-learning-server","microsoftml"],"latest_commit_sha":null,"homepage":"https://hub.docker.com/r/johnpaulada/microsoftml/","language":null,"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/johnpaulada.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":"2017-10-04T07:34:01.000Z","updated_at":"2024-12-15T17:48:56.000Z","dependencies_parsed_at":"2023-03-08T17:30:20.797Z","dependency_job_id":null,"html_url":"https://github.com/johnpaulada/microsoftmlserver-docker","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnpaulada%2Fmicrosoftmlserver-docker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnpaulada%2Fmicrosoftmlserver-docker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnpaulada%2Fmicrosoftmlserver-docker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnpaulada%2Fmicrosoftmlserver-docker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/johnpaulada","download_url":"https://codeload.github.com/johnpaulada/microsoftmlserver-docker/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248981259,"owners_count":21193143,"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":["docker","docker-image","machine-learning","microsoft","microsoft-machine-learning","microsoft-machine-learning-server","microsoftml"],"created_at":"2024-08-07T23:01:41.114Z","updated_at":"2025-04-14T23:43:32.455Z","avatar_url":"https://github.com/johnpaulada.png","language":null,"funding_links":[],"categories":["Others"],"sub_categories":[],"readme":"# Microsoft Machine Learning Server Docker Image\nAn unofficial Docker image for the Microsoft Machine Learning Server.\n\n[Microsoft Machine Learning Server Documentation](https://docs.microsoft.com/en-us/machine-learning-server/)\n\n[![forthebadge](http://forthebadge.com/images/badges/built-with-love.svg)](http://forthebadge.com)\n[![forthebadge](http://forthebadge.com/images/badges/60-percent-of-the-time-works-every-time.svg)](http://forthebadge.com)\n\n\n## Disclaimer\n- This Docker image was built for development/prototyping in mind. If you need this in production, go to their [product page](https://www.microsoft.com/en-us/sql-server/machinelearningserver).\n- I am not affiliated with Microsoft. I built this to try out Microsoft Machine Learning Server.\n\n## [What is Microsoft Machine Learning Server?](https://docs.microsoft.com/en-us/machine-learning-server/what-is-machine-learning-server)\n\u003e Machine Learning Server includes a collection of packages, interpreters, and infrastructure for developing and deploying R and Python-based machine learning and data science solutions on a range of platforms, from standalone installs on Linux and Windows to large distributed deployments on node clusters. With these custom R and Python packages, Machine Learning Server brings the best of open source and proprietary innovation together.\n\n## Rationale\n\u003e It lets people try something easily without having a large amount of setup. - [@moshen](https://github.com/moshen)\n\nThis repo allows you to try out the Microsoft Machine Learning Server without actually going through the trouble of installing it.\n\nHere are some things you can do with it:\n- Run Jupyter Notebook, do some machine learning experiments and take some notes.\n- Run some Python code in the Machine Learning Server interactive Python shell.\n- Open up a console and run your Python or R scripts there.\n- Use it as a machine learning service in a web application prototype using `docker-compose`.\n\n## Prerequisites\nTo use this image, you need to install [Docker](https://www.docker.com/) first.\n\n### Getting the Docker image\n```bash\ndocker pull johnpaulada/microsoftml\n```\n\n## Usage\n\n### Open a console\n```bash\ndocker run -it johnpaulada/microsoftml /bin/bash\n```\n\n### Use the Machine Learning Server Python command\n```bash\ndocker run -it johnpaulada/microsoftml mlserver-python\n```\n\n### Opening Jupyter Notebooks\nTo open a Jupyter notebook, run this on your console:\n```bash\ndocker run -p 8888:8888 -it johnpaulada/microsoftml\n```\nThen copy the link the command will give you and open it in your browser.\n\n## Samples\n- [Python samples for MicrosoftML](https://docs.microsoft.com/en-us/machine-learning-server/python/samples-microsoftml-python)\n- [R samples for MicrosoftML](https://docs.microsoft.com/en-us/machine-learning-server/r/sample-microsoftml)\n\n## Notes\n- The image is pretty big so make sure you have some space left on your computer.\n\n## Credits\nGreat many thanks to [@moshen](https://github.com/moshen) for doing a wonderful job cleaning up the Dockerfile and giving me tips regarding Docker. :tada:\n\n## Licensing \n\n### [Microsoft Machine Learning Server License](https://blogs.technet.microsoft.com/machinelearning/2017/09/25/introducing-microsoft-machine-learning-server-9-2-release/)\n\u003e Microsoft Machine Learning Server is built into SQL Server 2017 at no additional charge.\n\n\u003e Microsoft Machine Learning Server stand-alone for Linux or Windows is licensed core-for-core as SQL Server 2017.\n\n\u003e All customers who have purchased Software Assurance for SQL Server Enterprise Edition are entitled to use 5 nodes of Microsoft Machine Learning Server for Hadoop/Spark for each core of SQL Server 2017 Enterprise Edition under SA. In addition, we are removing the core limit per-node; customers can have unlimited cores per node of Machine Learning Server for Hadoop/Spark.\n\n### Repo License\nMIT","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnpaulada%2Fmicrosoftmlserver-docker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjohnpaulada%2Fmicrosoftmlserver-docker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnpaulada%2Fmicrosoftmlserver-docker/lists"}