{"id":18349093,"url":"https://github.com/icoxfog417/datascience-template","last_synced_at":"2025-07-12T08:09:02.739Z","repository":{"id":56710007,"uuid":"523550988","full_name":"icoxfog417/datascience-template","owner":"icoxfog417","description":"Data science project template","archived":false,"fork":false,"pushed_at":"2022-12-08T00:56:38.000Z","size":21,"stargazers_count":20,"open_issues_count":2,"forks_count":4,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-06T09:43:38.153Z","etag":null,"topics":["amazon-sagemaker-lab","datascience","jupyter-notebook","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/icoxfog417.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}},"created_at":"2022-08-11T01:42:26.000Z","updated_at":"2024-04-16T11:25:18.000Z","dependencies_parsed_at":"2023-01-24T13:00:28.160Z","dependency_job_id":null,"html_url":"https://github.com/icoxfog417/datascience-template","commit_stats":null,"previous_names":[],"tags_count":0,"template":true,"template_full_name":null,"purl":"pkg:github/icoxfog417/datascience-template","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icoxfog417%2Fdatascience-template","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icoxfog417%2Fdatascience-template/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icoxfog417%2Fdatascience-template/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icoxfog417%2Fdatascience-template/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/icoxfog417","download_url":"https://codeload.github.com/icoxfog417/datascience-template/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/icoxfog417%2Fdatascience-template/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264958623,"owners_count":23689035,"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":["amazon-sagemaker-lab","datascience","jupyter-notebook","machine-learning"],"created_at":"2024-11-05T21:20:29.259Z","updated_at":"2025-07-12T08:09:02.699Z","avatar_url":"https://github.com/icoxfog417.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# datascience-template\n\n[![Source Code Check](https://github.com/icoxfog417/datascience-template/actions/workflows/ci.yml/badge.svg)](https://github.com/icoxfog417/datascience-template/actions/workflows/ci.yml)\n[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit\u0026logoColor=white)](https://github.com/pre-commit/pre-commit)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![Code style: flake8](https://img.shields.io/badge/code%20style-flake8-black)](https://github.com/PyCQA/flake8)\n[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat\u0026labelColor=ef8336)](https://pycqa.github.io/isort/)\n[![Typing: mypy](https://img.shields.io/badge/typing-mypy-blue)](https://github.com/python/mypy)\n\nWell structured and tested data science project template. You can use this [template](https://docs.github.com/ja/repositories/creating-and-managing-repositories/creating-a-repository-from-a-template) when creating the data sicence repository.\n\n\n📁 **Organized**: The project structure is refereed to [Cookiecutter Data Science](https://github.com/drivendata/cookiecutter-data-science)\n\n🚀 **Prepared**: Major libraries are prepared in `environment.yml`. If you are familiar with [Colaboratory](https://colab.research.google.com/?utm_source=scs-index) environment, please use `environment-colab.yml` .\n\n✅ **Tested**: `scripts` are checked by common linter when [pre-commit](https://pre-commit.com/).\n\nHere is the notebook link to provide the quick access to your analysis. You can create the conda environment by Right click `Build Conda Environment` or `conda create -f environment.yml` in Studio Lab.\n\n[![Open in SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/icoxfog417/datascience-template/blob/main/notebooks/example.ipynb)\n\n## Project Structure\n\n```bash\n.\n├── data\n│   ├── external                    # data from third party sources.\n│   ├── processed                   # data after processing\n│   ├── interim                     # data that transformed\n│   └── raw                         # raw data\n├── models                          # store models\n├── notebooks                       # store notebooks\n├── docs                            # documentation for your project\n├── .gitignore                      # ignore files that cannot commit to Git\n├── .pre-commit-config.yaml         # configurations for pre-commit\n├── pyproject.toml                  # dependencies for poetry\n├── README.md                       # describe your project\n├── scripts                         # store source code used in notebook\n│   └── __init__.py                 # make src a Python module\n└── tests                           # store tests\n    └── __init__.py                 # make tests a Python module\n```\n\n## Customization\n\n* `environment.yml`: Please specify the packages and versions. As a default, no version is specified.\n* `.pre-commit-config.yaml`: Please check the `rev` to check the code.\n* Change the Notebook url for `Open in Studio Lab`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficoxfog417%2Fdatascience-template","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ficoxfog417%2Fdatascience-template","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficoxfog417%2Fdatascience-template/lists"}