{"id":17678318,"url":"https://github.com/yantonov/ml-docker","last_synced_at":"2026-02-27T23:14:55.635Z","repository":{"id":43341897,"uuid":"109670931","full_name":"yantonov/ml-docker","owner":"yantonov","description":"Playground for common python ml libraries","archived":false,"fork":false,"pushed_at":"2024-08-20T12:13:12.000Z","size":94,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-10-24T23:27:58.345Z","etag":null,"topics":["anaconda","catboost","docker","docker-image","jupiter","numpy","pyplot","python","scipy","sklearn"],"latest_commit_sha":null,"homepage":"","language":"Makefile","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/yantonov.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":"2017-11-06T08:59:50.000Z","updated_at":"2024-08-20T12:12:36.000Z","dependencies_parsed_at":"2024-01-13T16:12:28.123Z","dependency_job_id":"099d8216-7cbf-4022-a014-589d0731f116","html_url":"https://github.com/yantonov/ml-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/yantonov%2Fml-docker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yantonov%2Fml-docker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yantonov%2Fml-docker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yantonov%2Fml-docker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yantonov","download_url":"https://codeload.github.com/yantonov/ml-docker/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":229333217,"owners_count":18056671,"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":["anaconda","catboost","docker","docker-image","jupiter","numpy","pyplot","python","scipy","sklearn"],"created_at":"2024-10-24T08:04:33.644Z","updated_at":"2025-11-16T12:30:14.868Z","avatar_url":"https://github.com/yantonov.png","language":"Makefile","funding_links":[],"categories":[],"sub_categories":[],"readme":"These scripts help to use python machine learning libraries through docker images.\n\nThis is just a playground.   \nFor the specific task, you may choose a specific set of packages and create a smaller image.\n\nDocker file provides:\n\n1. python 3\n2. [anaconda](https://anaconda.org/anaconda/python)\n3. [jupiter](http://jupyter.org/)\n4. [jupiterlab](https://jupyterlab.readthedocs.io/en/stable/)\n\nSome additional libraries:  \n[Pip packages](https://github.com/yantonov/ml-docker/blob/master/docker/files/requirements.txt)  \n\nUsage:  \n\nAdd repository to PATH variable (or create alias/shortcut for run.sh script).\n\nRun jupiter notebook:\n```bash\n    run.sh notebook\n```\n\nRun jupiter lab:\n```bash\n    run.sh lab\n    # or\n    run.sh\n```\n\nAfter that you can connect to notebook at localhost:8888, current working directory will be mounted also.\n\nLinks:\n1. [Docker hub](https://hub.docker.com/r/yantonov/ml/)\n2. [Repository](https://github.com/yantonov/anaconda-docker) of the base image.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyantonov%2Fml-docker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyantonov%2Fml-docker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyantonov%2Fml-docker/lists"}