_quarto.yml

project:
  type: website
  pre-render: utils.py
  render:
    - index.qmd
    - content/getting-started/index.qmd
    - content/getting-started/01_installation.qmd
    - content/getting-started/02_DS_environment.qmd
    - content/getting-started/03_data_analysis.qmd
    - content/getting-started/04_python_practice.qmd
    - content/getting-started/05_rappels_types.qmd
    - content/getting-started/06_rappels_fonctions.qmd
    - content/getting-started/07_rappels_classes.qmd
    - content/manipulation/index.qmd
    - content/manipulation/01_numpy.qmd
    - content/manipulation/03_geopandas_intro.qmd
    - content/visualisation/index.qmd
    - content/modelisation/index.qmd
    - content/NLP/index.qmd
    - content/annexes/evaluation.qmd

website:
  title: "Python pour la data science"
  page-navigation: true
  back-to-top-navigation: true
  reader-mode: true
  navbar:
    background: "white"
    search: true
    title: false
    left:
      - file: index.qmd
        text: Home  # Quid d'enlever le bouton "Home", redondant dans le menu
      - sidebar:introduction
      - sidebar:manipulation
      - sidebar:communication
      - sidebar:modelisation
      - sidebar:NLP
      - sidebar:modern
      - sidebar:git
      - sidebar:appendix
    tools:
      - icon: github
        href: https://github.com/linogaliana/python-datascientist
  comments:
    giscus:
      repo: linogaliana/python-datascientist
  twitter-card: true
  site-url: https://pythonds.linogaliana.fr
  repo-url: https://github.com/linogaliana/python-datascientist
  repo-branch: master
  issue-url: https://github.com/linogaliana/python-datascientist/issues/new
  repo-actions: [edit, issue]
  page-footer:
    left: |
      Python pour la _data science_, Lino Galiana.<br>
      Licence {{< fa brands creative-commons >}}<br>
      Code source disponible sur [`Github`](https://github.com/linogaliana/python-datascientist)
    right: |
      Site construit avec {{< fa brands python >}} et [`Quarto`](https://quarto.org/)<br>
      Inspiration pour la mise en forme du site [ici](https://www.andreashandel.com)<br>
      [Code source disponible sur {{< fa brands github >}} `GitHub`](https://github.com/linogaliana/python-datascientist)


  sidebar: 
    - id: home
      title: "Homepage"
      href: index.qmd
    - id: introduction
      title: "Introduction"
      #collapse-level: 2
      contents:
        - content/getting-started/index.qmd
        - content/getting-started/01_installation.qmd
        - content/getting-started/02_DS_environment.qmd
        - content/getting-started/03_data_analysis.qmd
        - content/getting-started/04_python_practice.qmd
        - content/getting-started/05_rappels_types.qmd
        - content/getting-started/06_rappels_fonctions.qmd
        - content/getting-started/07_rappels_classes.qmd
    - id: manipulation 
      title: "Manipuler"
      #collapse-level: 2
      contents:
        - href: content/manipulation/index.qmd
          text: "Introduction"
        - content/manipulation/01_numpy.qmd
        - content/manipulation/02_pandas_intro.qmd
        - content/manipulation/02_pandas_suite.qmd
        - content/manipulation/03_geopandas_intro.qmd
        - content/manipulation/04a_webscraping_TP.qmd
        - content/manipulation/04c_API_TP.qmd
        - content/manipulation/04b_regex_TP.qmd
    - id: communication
      title: "Communiquer"
      #collapse-level: 2
      contents:
        - href: content/visualisation/index.qmd
          text: "Introduction"
        - content/visualisation/matplotlib.qmd
        - content/visualisation/maps.qmd
    - id: modelisation
      title: "Modéliser"
      #collapse-level: 2
      contents:
        - href: content/modelisation/index.qmd
          text: "Introduction"
        - content/modelisation/0_preprocessing.qmd
        - content/modelisation/1_modelevaluation.qmd
        - content/modelisation/2_SVM.qmd
        - content/modelisation/3_regression.qmd
        - content/modelisation/4_featureselection.qmd
        - content/modelisation/5_clustering.qmd
        - content/modelisation/6_pipeline.qmd
        - content/modelisation/7_mlapi.qmd
    - id: NLP
      title: "NLP"
      #collapse-level: 2
      contents:
        - href: content/NLP/index.qmd
          text: "Introduction"
        - content/NLP/01_intro.qmd
        - content/NLP/02_exoclean.qmd
        - content/NLP/03_lda.qmd
        - content/NLP/04_word2vec.qmd
        - content/NLP/05_exo_supp.qmd
    - id: modern
      title: "Approfondissements"
      #collapse-level: 2
      contents:
        - href: content/modern-ds/index.qmd
          text: "Introduction"
        - content/modern-ds/continuous_integration.qmd
        - content/modern-ds/dallE.qmd
        - content/modern-ds/s3.qmd
        - content/modern-ds/elastic_approfondissement.qmd
        - content/modern-ds/elastic_intro.qmd
    - id: git
      title: "Git"
      #collapse-level: 2
      contents:
        - href: content/git/index.qmd
          text: "Introduction"
        - content/git/introgit.qmd
        - content/git/exogit.qmd
    - id: appendix
      title: "Annexes"
      #collapse-level: 2
      contents:
        - content/annexes/evaluation.qmd
        - content/annexes/corrections.qmd
        - href: https://linogaliana.github.io/python-datascientist-slides/#/title-slide
          text: "Slides de présentation"



lightbox: auto

format:
  html:
    theme:
      light: [cosmo, styles/custom.scss, styles/custom-light.scss]
      dark: [darkly, styles/custom.scss, styles/custom-dark.scss]
    css: styles.css
    toc: true
    code-overflow: wrap
    #template-partials: 
      #- ../../_partials/title-block-link-buttons/title-block.html
  ipynb: default


crossref:
  chapters: true
number-sections: true

format-links: false
author: Lino Galiana
date: today
date-format: iso
page-layout: article
title-block-banner: "#e9f3fa"

validate-yaml: false
jupyter: python3

wrap: preserve
keep-ipynb: true
#cache: true

execute:
  freeze: true  # never re-render during project render

#bibliography: references.bib


citation:
  title: "Python pour la data science"
  author: Lino Galiana
  type: book
  doi: "10.5281/zenodo.8229676"
  url: https://pythonds.linogaliana.fr/
  issued: 2023

google-scholar: true

commentable: true