{"id":28208024,"url":"https://github.com/haven-jeon/ko_data_science_docker","last_synced_at":"2025-06-12T05:30:54.222Z","repository":{"id":65269300,"uuid":"117416608","full_name":"haven-jeon/ko_data_science_docker","owner":"haven-jeon","description":"데이터 분석 모델링용 도커 이미지","archived":false,"fork":false,"pushed_at":"2018-09-21T12:35:53.000Z","size":425,"stargazers_count":18,"open_issues_count":1,"forks_count":11,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-17T14:11:33.614Z","etag":null,"topics":["docker","jupyter","mxnet","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Dockerfile","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/haven-jeon.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}},"created_at":"2018-01-14T09:10:30.000Z","updated_at":"2024-07-14T16:23:48.000Z","dependencies_parsed_at":"2023-01-16T15:00:54.940Z","dependency_job_id":null,"html_url":"https://github.com/haven-jeon/ko_data_science_docker","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/haven-jeon/ko_data_science_docker","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haven-jeon%2Fko_data_science_docker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haven-jeon%2Fko_data_science_docker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haven-jeon%2Fko_data_science_docker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haven-jeon%2Fko_data_science_docker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/haven-jeon","download_url":"https://codeload.github.com/haven-jeon/ko_data_science_docker/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haven-jeon%2Fko_data_science_docker/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259404136,"owners_count":22852126,"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","jupyter","mxnet","tensorflow"],"created_at":"2025-05-17T14:11:33.277Z","updated_at":"2025-06-12T05:30:54.216Z","avatar_url":"https://github.com/haven-jeon.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Science Machine Learning Docker \n\n딥러닝, 통계분석, 기계학습 모델링을 위한 도커 이미지\n\n## 주안점 \n\n- R, Python 커널제공 \n- MXNet 기본 설치(Nvidia 이미지(cuda:9.1-cudnn7, ubuntu 16.04) 기반)\n- jupyter lab과 jupyter 중 선택사용\n- jupyter 노트북 블랙테마 기본 적용(bitstream vera sans mono 폰트) \n- jupyter extention 및 테마 기본설치\n- 주피터(Python커널) 셀 내에서 R 코드 실행 설정(with rpy2) \n- Matplotlib 한글 폰트 기본 제공(나눔코딩폰트)\n- seaborn, pandas, numpy 등 핵심 패키지 기본 설치\n- R 플로팅 한글 폰트 기본 제공(나눔코딩폰트)\n- ggplot2, data.table 등 주요 패키지 기본 설치 \n- GUID, UID 설정을 통한 마운트 디스크 권한 이슈 해결\n- KoNLPy 등 한글 분석 환경 기본 설치\n\n\n### 사용법\n\n- [nvidia docker](https://github.com/NVIDIA/nvidia-docker) 설치\n\n- 이미지 빌드 \n\n\u003e docker build -t img:0.01 ./ \n\n\n- 권한확인 \n\n\u003e id gogamza\n\n\u003e uid=1000(gogamza) gid=1000(gogamza) 그룹들=1000(gogamza),4(adm),24(cdrom),27(sudo),30(dip),46(plugdev),121(lpadmin),132(sambashare),998(docker)\n- 실행\n\n\u003e docker run --runtime=nvidia -e NB_GID=1000  -e NB_UID=1000 -e GRANT_SUDO=yes --name gogamza --user root -v /home/gogamza/work:/home/gogamza/work -d -p 8888:8888 img:0.01 start.sh jupyter lab --NotebookApp.token='a1234'\n\n\n### 스크린샷 \n\n\n- jupyter lab \n![](image/jupyter.png)\n\n- jupyter \n![](image/jupyter_basic.png)\n\n- rpy2\n![](image/rpy.png)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaven-jeon%2Fko_data_science_docker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhaven-jeon%2Fko_data_science_docker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaven-jeon%2Fko_data_science_docker/lists"}