_quarto.yml

project:
  type: book
  pre-render: utils.py
  render:
    - index.qmd
    - content/**/*.qmd
    - "!content/slides/"

book:
  title: "Python pour la data science"
  navbar:
    background: "white"
    left:
      - href: index.qmd
        text: Home
      - href: content/getting-started/index.qmd
        text: Introduction      
      - href: content/manipulation/index.qmd
        text: Manipuler des données      
      - href: content/visualisation/index.qmd
        text: Visualiser des données      
      - href: content/modelisation/index.qmd
        text: Modéliser      
      - href: content/NLP/index.qmd
        text: NLP         
      - href: content/modern-ds/index.qmd
        text: Approfondissements
      - href: content/git/index.qmd
        text: Git {{< fa brands git-alt >}}
      - href: content/annexes/evaluation.qmd
        text: Evaluation
    tools:
      - icon: github
        menu:
          - text: Code source
            url:  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)


  chapters: 
    - href: index.qmd
      text: "Homepage"
    - part: "content/getting-started/index.qmd"
      chapters:
        - 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
    - part: content/manipulation/index.qmd
      chapters: 
        - content/manipulation/01_numpy.qmd
        - content/manipulation/02a_pandas_tutorial.qmd
        - content/manipulation/02b_pandas_TP.qmd
        - content/manipulation/03_geopandas_tutorial.qmd
        - content/manipulation/03_geopandas_TP.qmd
        - content/manipulation/04a_webscraping_TP.qmd
        - content/manipulation/04c_API_TP.qmd
        - content/manipulation/04b_regex_TP.qmd
        - content/manipulation/07_dask.qmd
        - content/manipulation/06a_exo_supp_webscraping.qmd
    - part: content/visualisation/index.qmd
      chapters:
        - content/visualisation/matplotlib.qmd
        - content/visualisation/maps.qmd
    - part: content/modelisation/index.qmd
      chapters:
        - 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
    - part: content/NLP/index.qmd
      chapters:
        - 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
    - part: content/modern-ds/index.qmd
      chapters:
        - 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
    - part: content/git/index.qmd
      chapters:
        - content/git/introgit.qmd
        - content/git/exogit.qmd
    - part: content/annexes/index.qmd
      chapters:
        - content/annexes/evaluation.qmd
        - content/annexes/corrections.qmd

filters:
   - lightbox
lightbox: auto

format:
  html:
    theme:
      - cosmo
      - custom.scss
    css: styles.css
    toc: true
  ipynb: default

crossref:
  chapters: true

author: Lino Galiana

validate-yaml: false
jupyter: python3

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


#bibliography: references.bib

page-layout: article

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