md`This file has been modified __${table_commit.length}__ times since its creation on ${creation_string} (last modified on ${last_modification_string})`
Chapitre déplacé
Le programme du cours a été modifié. Ce chapitre se trouve maintenant dans la partie Manipulation de données
Informations additionnelles
Python environment
This site was built automatically through a Github
action using the Quarto
The environment used to obtain the results is reproducible via uv. The pyproject.toml
file used to build this environment is available on the linogaliana/python-datascientist
repository
pyproject.toml
[project]= "python-datascientist"
name = "0.1.0"
version = "Source code for Lino Galiana's Python for data science course"
description = "README.md"
readme -python = ">=3.12,<3.13"
requires= [
dependencies "altair==5.4.1",
"black==24.8.0",
"cartiflette",
"contextily==1.6.2",
"duckdb>=0.10.1",
"folium>=0.19.6",
"geoplot==0.5.1",
"graphviz==0.20.3",
"great-tables==0.12.0",
"ipykernel>=6.29.5",
"jupyter>=1.1.1",
"jupyter-cache==1.0.0",
"kaleido==0.2.1",
"langchain-community==0.3.9",
"loguru==0.7.3",
"markdown>=3.8",
"nbclient==0.10.0",
"nbformat==5.10.4",
"nltk>=3.9.1",
"pip>=25.1.1",
"plotly>=6.1.2",
"plotnine>=0.15",
"polars==1.8.2",
"pyarrow==17.0.0",
"pynsee==0.1.8",
"python-dotenv==1.0.1",
"pywaffle==1.1.1",
"requests>=2.32.3",
"scikit-image==0.24.0",
"scipy==1.13.0",
"spacy==3.8.4",
"webdriver-manager==4.0.2",
"wordcloud==1.9.3",
"xlrd==2.0.1",
"yellowbrick==1.5",
]
[tool.uv.sources]= { git = "https://github.com/inseefrlab/cartiflette" }
cartiflette
-groups]
[dependency= [
dev "nb-clean>=4.0.1",
]
To use exactly the same environment (version of Python
and packages), please refer to the documentation for uv
.
File history
SHA | Date | Author | Description |
---|---|---|---|
8f8e6563 | 2025-06-16 15:42:32 | lgaliana | Les chapitres dans le bon ordre, ça serait mieux… |
d8bacc63 | 2025-06-16 17:34:16 | Lino Galiana | Ménage de printemps: retire les vieux chapitres inutiles (#615) |
88890345 | 2024-12-27 14:38:09 | lgaliana | Sur la récupération de données |
c1853b92 | 2024-11-20 15:09:19 | Lino Galiana | Reprise eval + reprise S3 (#576) |
005d89b8 | 2023-12-20 17:23:04 | Lino Galiana | Finalise l’affichage des statistiques Git (#478) |
3fba6124 | 2023-12-17 18:16:42 | Lino Galiana | Remove some badges from python (#476) |
4cd44f35 | 2023-12-11 17:37:50 | Antoine Palazzolo | Relecture NLP (#474) |
1f23de28 | 2023-12-01 17:25:36 | Lino Galiana | Stockage des images sur S3 (#466) |
a06a2689 | 2023-11-23 18:23:28 | Antoine Palazzolo | 2ème relectures chapitres ML (#457) |
09654c71 | 2023-11-14 15:16:44 | Antoine Palazzolo | Suggestions Git & Visualisation (#449) |
889a71ba | 2023-11-10 11:40:51 | Antoine Palazzolo | Modification TP 3 (#443) |
a7711832 | 2023-10-09 11:27:45 | Antoine Palazzolo | Relecture TD2 par Antoine (#418) |
8556b79f | 2023-09-27 17:29:23 | Julien PRAMIL | Typo chapitre S3 (#415) |
154f09e4 | 2023-09-26 14:59:11 | Antoine Palazzolo | Des typos corrigées par Antoine (#411) |
9977c5dc | 2023-08-28 10:43:36 | Lino Galiana | Fix bug path pandas (#397) |
3bdf3b06 | 2023-08-25 11:23:02 | Lino Galiana | Simplification de la structure 🤓 (#393) |
5d4874a8 | 2023-08-11 15:09:33 | Lino Galiana | Pimp les introductions des trois premières parties (#387) |
3f60d55d | 2023-02-02 18:59:16 | Lino Galiana | WIP: Change path S3 (#349) |
9000723c | 2023-01-22 12:01:25 | Lino Galiana | Corrige code s3fs upload (#345) |
1fe65ac9 | 2022-12-25 21:39:51 | Lino Galiana | Dark boxes (#336) |
2227f8eb | 2022-12-25 18:56:57 | Lino Galiana | Fix problem s3 chapter (#335) |
8e5edba6 | 2022-09-02 11:59:57 | Lino Galiana | Ajoute un chapitre dask (#264) |
688cc15e | 2022-09-01 18:38:59 | Lino Galiana | Update index.qmd |
2117d2c7 | 2022-09-01 08:54:38 | Lino Galiana | Ajoute des éléments sur arrow (#262) |
f10815b5 | 2022-08-25 16:00:03 | Lino Galiana | Notebooks should now look more beautiful (#260) |
d201e3cd | 2022-08-03 15:50:34 | Lino Galiana | Pimp la homepage ✨ (#249) |
bacb5a01 | 2022-07-04 19:05:20 | Lino Galiana | Enrichir la partie elastic (#241) |
12965bac | 2022-05-25 15:53:27 | Lino Galiana | :launch: Bascule vers quarto (#226) |
aa945cb7 | 2022-03-31 09:28:14 | Lino Galiana | corrige une ou deux typos (#225) |
34b08ec8 | 2022-03-24 16:37:37 | Lino Galiana | Ajoute code sur write_parquet dans S3 |
c51a87b9 | 2022-03-24 16:29:39 | Lino Galiana | retire typo nom bucket (#223) |
3b1d9ff1 | 2022-03-09 10:38:15 | Lino Galiana | Ajoute détails arrow dans la partie S3 (#220) |
9c71d6e7 | 2022-03-08 10:34:26 | Lino Galiana | Plus d’éléments sur S3 (#218) |
2a8809fb | 2021-10-27 12:05:34 | Lino Galiana | Simplification des hooks pour gagner en flexibilité et clarté (#166) |
2e4d5862 | 2021-09-02 12:03:39 | Lino Galiana | Simplify badges generation (#130) |
80877d20 | 2021-06-28 11:34:24 | Lino Galiana | Ajout d’un exercice de NLP à partir openfood database (#98) |
6729a724 | 2021-06-22 18:07:05 | Lino Galiana | Mise à jour badge onyxia (#115) |
4cdb759c | 2021-05-12 10:37:23 | Lino Galiana | :sparkles: :star2: Nouveau thème hugo :snake: :fire: (#105) |
7f9f97bc | 2021-04-30 21:44:04 | Lino Galiana | 🐳 + 🐍 New workflow (docker 🐳) and new dataset for modelization (2020 🇺🇸 elections) (#99) |
0a0d0348 | 2021-03-26 20:16:22 | Lino Galiana | Ajout d’une section sur S3 (#97) |
Citation
BibTeX citation:
@book{galiana2023,
author = {Galiana, Lino},
title = {Python Pour La Data Science},
date = {2023},
url = {https://pythonds.linogaliana.fr/},
doi = {10.5281/zenodo.8229676},
langid = {en}
}
For attribution, please cite this work as:
Galiana, Lino. 2023. Python Pour La Data Science. https://doi.org/10.5281/zenodo.8229676.