{"id":25733958,"url":"https://github.com/olemussmann/ds_project","last_synced_at":"2026-04-13T21:02:44.772Z","repository":{"id":114025420,"uuid":"185628892","full_name":"OleMussmann/DS_project","owner":"OleMussmann","description":"Helper scripts to start a Data Science project with Docker containers.","archived":false,"fork":false,"pushed_at":"2019-05-09T09:37:02.000Z","size":9,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-26T04:33:28.368Z","etag":null,"topics":["data-science","datascience","docker","docker-compose","jupyter","jupyter-lab","jupyter-notebook","jupyter-notebooks","jupyterlab"],"latest_commit_sha":null,"homepage":null,"language":"Shell","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/OleMussmann.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-05-08T15:04:25.000Z","updated_at":"2019-05-09T09:37:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"fa47ae0f-5aab-4e99-b750-dce36679f773","html_url":"https://github.com/OleMussmann/DS_project","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/OleMussmann/DS_project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleMussmann%2FDS_project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleMussmann%2FDS_project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleMussmann%2FDS_project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleMussmann%2FDS_project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OleMussmann","download_url":"https://codeload.github.com/OleMussmann/DS_project/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleMussmann%2FDS_project/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261330116,"owners_count":23142481,"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":["data-science","datascience","docker","docker-compose","jupyter","jupyter-lab","jupyter-notebook","jupyter-notebooks","jupyterlab"],"created_at":"2025-02-26T04:31:16.425Z","updated_at":"2026-04-13T21:02:44.767Z","avatar_url":"https://github.com/OleMussmann.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DS_project\nYou found these great Docker containers for data science, but they are a hassle to use? These scripts make it easy to start, stop and destroy these containers.\n\nThis is a companion-repository for either the [Original Jupyter Docker Stacks](https://github.com/jupyter/docker-stacks) or the [GPU-enabled Docker Stacks](https://github.com/OleMussmann/docker-stacks).\n\n## 🎬 Getting started\n\n1. Clone this repository.\n```\ngit clone git@github.com:OleMussmann/DS_project.git\n```\n\n2. Rename the folder to your liking, `cd` into folder.\n```\nmv DS_project MyDataScienceProject \u0026\u0026 cd MyDataScienceProject\n```\n\n3. Edit the `.env` file and choose a docker container for the `NOTEBOOK` variable, for example:\n```\nNOTEBOOK=isbjornlabs/fastai-notebook-cuda10.1:latest\n```\n\n4. For quick testing, just use the `workdir` folder to preserve your scripts and data. For a serious project, please consider a proper project structure like [Cookiecutter Data Science](https://drivendata.github.io/cookiecutter-data-science/#getting-started) within the `workdir`.\n\n5. Use the scripts below to start, stop and destroy your data science environments.\n\n## 📑 Scripts\n\n[`dc`](dc) is a (very thin) wrapper around docker-compose, use it just the same. [`enter_container`](enter_container) starts a `bash`-shell in an existing container, if you prefer to work without Jupyter notebooks.\n\n### Jupyter Notebook\n\n| action           | command    |\n|------------------|------------|\n| start container  | `./dc up`  |\n| stop container   | `CTRL-C`   |\n| remove container | `./dc down`|\n\n### Bash Shell\n\n| action           | command                                 |\n|------------------|-----------------------------------------|\n| start container  | `./dc -f docker-compose-bash.yml up`    |\n| enter container  | different terminal: `./enter_container` |\n| exit container   | different terminal: `CTRL-D`            |\n| stop container   | `CTRL-C`                                |\n| remove container | `./dc -f docker-compose-bash.yml down`  |\n\n### Customization\nUse environment variables to quickly override settings without editing `.env`. Starting a different notebook `jupyter/tensorflow-notebook` on port `1234`:\n\n```\nNOTEBOOK=jupyter/tensorflow-notebook PORT=1234 ./dc up\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folemussmann%2Fds_project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Folemussmann%2Fds_project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folemussmann%2Fds_project/lists"}