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https://github.com/fralfaro/python_project

This repository provides a structured template for organizing data science projects.

https://github.com/fralfaro/python_project

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.7%) to scientific vocabulary
Last synced: 8 months ago · JSON representation

Repository

This repository provides a structured template for organizing data science projects.

Basic Info
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme License

README.md

Documentando un proyecto en Data Science

YourActionName Actions Status pre-commit codecov Link a la Documentación

Code style: black Code style: black Code style: black

Ruff PyPI - Python Version License: MIT

Estructurar tu proyecto de ciencia de datos de acuerdo con los estándares establecidos es fundamental para garantizar una colaboración sin problemas y facilitar el mantenimiento y la modificación de tu trabajo por parte de los miembros del equipo.

Este repositorio ofrece un ejemplo completo diseñado para abrazar las mejores prácticas de la industria, con el objetivo de permitir la creación de un proyecto de ciencia de datos que no solo sea robusto, sino también altamente reproducible.

Los objetivos de este proyectos son:

  • Estructura de carpetas
  • Presentación de resultados

Owner

  • Name: Francisco
  • Login: fralfaro
  • Kind: user

GitHub Events

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  • Watch event: 1
Last Year
  • Watch event: 1

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Last synced: over 1 year ago

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  • Total issues: 0
  • Total pull requests: 0
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  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Dependencies

.github/workflows/ci.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • codecov/codecov-action v1 composite
  • peaceiris/actions-gh-pages v3 composite
poetry.lock pypi
  • 175 dependencies
pyproject.toml pypi
  • mkdocs-jupyter ^0.24.6 develop
  • mkdocs-material ^9.5.9 develop
  • pre-commit ^3.6.1 develop
  • pytest ^8.0.0 develop
  • pytest-cov ^4.1.0 develop
  • ruff ^0.2.1 develop
  • lightgbm ^4.3.0
  • loguru ^0.7.2
  • matplotlib ^3.8.3
  • pandas ^2.2.0
  • ploomber ^0.23.2
  • pyarrow ^15.0.0
  • pydantic ^2.6.1
  • python ^3.10
  • scikit-learn ^1.4.0
  • seaborn ^0.13.2