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_quarto.yml
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_quarto.yml
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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/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/visualisation/index.qmd
- content/visualisation/matplotlib.qmd
- content/visualisation/maps.qmd
- content/modelisation/index.qmd
- 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
- content/NLP/index.qmd
- 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
- content/modern-ds/index.qmd
- 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
- content/git/index.qmd
- content/git/introgit.qmd
- content/git/exogit.qmd
- content/annexes/evaluation.qmd
- content/annexes/corrections.qmd
- content/annexes/evaluation.qmd
- content/annexes/corrections.qmd
website:
title: "Python pour la data science"
page-navigation: true
back-to-top-navigation: true
reader-mode: true
navbar:
background: "white"
search: true
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
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)
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/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
- 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"
filters:
- lightbox
- black-formatter
lightbox: auto
format:
html:
theme:
- cosmo
- custom.scss
css: styles.css
toc: true
code-overflow: wrap
template-partials:
- ../../_partials/title-block-link-buttons/title-block.html
ipynb: default
crossref:
chapters: true
format-links: false
author: Lino Galiana
page-layout: article
title-block-banner: "#e9f3fa"
validate-yaml: false
jupyter: python3
wrap: preserve
keep-ipynb: true
#cache: true
#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