From 5cc4f88aaffb3f008d9b32a893c83bdb06f5aff8 Mon Sep 17 00:00:00 2001 From: Quarto GHA Workflow Runner Date: Thu, 15 Feb 2024 16:57:34 +0000 Subject: [PATCH] Built site for gh-pages --- .nojekyll | 2 +- search.json | 112 ++++++++++++++++++++ sitemap.xml | 2 +- slides/img/bike.jpg | Bin 0 -> 190950 bytes slides/img/bike_sobel.jpg | Bin 0 -> 107009 bytes slides/img/convol.png | Bin 0 -> 36502 bytes slides/img/python_blue.png | Bin 0 -> 83658 bytes slides/img/python_green.png | Bin 0 -> 83871 bytes slides/img/python_pixels.png | Bin 0 -> 39176 bytes slides/img/python_red.png | Bin 0 -> 77825 bytes slides/img/rgb_image.png | Bin 0 -> 113726 bytes slides/index.html | 196 ++++++++++++++++++++++++++++++++++- 12 files changed, 309 insertions(+), 3 deletions(-) create mode 100644 slides/img/bike.jpg create mode 100644 slides/img/bike_sobel.jpg create mode 100644 slides/img/convol.png create mode 100644 slides/img/python_blue.png create mode 100644 slides/img/python_green.png create mode 100644 slides/img/python_pixels.png create mode 100644 slides/img/python_red.png create mode 100644 slides/img/rgb_image.png diff --git a/.nojekyll b/.nojekyll index df50b84..ced119e 100644 --- a/.nojekyll +++ b/.nojekyll @@ -1 +1 @@ -5c85c582 \ No newline at end of file +e8855ec4 \ No newline at end of file diff --git a/search.json b/search.json index 2ed713e..b1d0f96 100644 --- a/search.json +++ b/search.json @@ -223,6 +223,118 @@ "section": "Exemple 1: enjeux", "text": "Exemple 1: enjeux\n\nQuestions sur la qualité : sous-champ de la population (clients d’un opérateur en particulier) donc biais de sélection à corriger pour s’assurer de la validité (partielle) des résultats;\n\n\n\nQuestions sur la pérennité : l’Insee n’a donc aucun contrôle sur des possibles changements de format ou de méthode de collection des données. Pas de garantie que les indicateurs restent comparables au cours du temps.\n\n\n\n\nQuestions d’éthique : avant d’utiliser ces données personnelles, il faut s’assurer que l’usage qui en est fait est proportionné et que la production statistique qui en résulte a une valeur ajoutée pour la population.\n\n\n\n\nQuestions légales : aujourd’hui la législation européenne et son application dans la loi française ne sont pas favorables à l’utilisation de données téléphoniques de signalisation pour la statistique publique" }, + { + "objectID": "slides/index.html#introduction", + "href": "slides/index.html#introduction", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Introduction", + "text": "Introduction\n\nLe traitement du texte et du langage est un des domaines de recherche les plus actifs en sciences des données\nBeaucoup d’applications potentielles pour la statistique publique:\n\nDonnées d’enquête\nDonnées administratives\nDonnées privées mobilisables pour la statistique publique\n\nTraitement automatique: fait référence à des tâches variées" + }, + { + "objectID": "slides/index.html#collecte-12", + "href": "slides/index.html#collecte-12", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Collecte (1/2)", + "text": "Collecte (1/2)\n\nWebscraping: extraction du contenu de sites Internet\nInformation textuelle très riche sur Internet, mobilisable à des fins de statistique publique\nEnjeux:\n\nTechniques: évolution des pages web, interactivité des sites\nLégaux: directives de 2020 de la CNIL, pas de scraping sans prévenir\n\nBonnes pratiques: robots.txt\nAPI: mode préférentiel de collecte de données" + }, + { + "objectID": "slides/index.html#collecte-22", + "href": "slides/index.html#collecte-22", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Collecte (2/2)", + "text": "Collecte (2/2)\n\nEn pratique:\n\nPython: BeautifulSoup (parser), Scrapy (crawler)\nR: httr, rvest, polite\nSelenium: outils d’automatisation" + }, + { + "objectID": "slides/index.html#modèles-de-langage-12", + "href": "slides/index.html#modèles-de-langage-12", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Modèles de langage (1/2)", + "text": "Modèles de langage (1/2)\n\nEncoder l’information présente dans un texte:\n\nMatrice document-terme: représentation sparse\nEmbeddings: représentation dense\n\nExemple de word2vec" + }, + { + "objectID": "slides/index.html#modèles-de-langage-22", + "href": "slides/index.html#modèles-de-langage-22", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Modèles de langage (2/2)", + "text": "Modèles de langage (2/2)\n\nAujourd’hui, les meilleurs modèles de langage reposent sur une même architecture de réseaux de neurone: le Transformer\nEmbeddings des mots qui composent un texte deviennent contextuels\nBoom des modèle de langage “génératifs”" + }, + { + "objectID": 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valeurs flottantes entre 0 et 1, etc." + }, + { + "objectID": "slides/index.html#représentation-22", + "href": "slides/index.html#représentation-22", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Représentation (2/2)", + "text": "Représentation (2/2)\n\nImage en couleurs: matrice de dimension \\(L \\times W \\times 3\\)" + }, + { + "objectID": "slides/index.html#vision-par-ordinateur-12", + "href": "slides/index.html#vision-par-ordinateur-12", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Vision par ordinateur (1/2)", + "text": "Vision par ordinateur (1/2)\n\nTechniques qui permettent à des machines d’acquérir une compréhension d’images ou de vidéos numériques\n1973: détection de contours" + }, + { + "objectID": "slides/index.html#vision-par-ordinateur-22", + "href": "slides/index.html#vision-par-ordinateur-22", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Vision par ordinateur (2/2)", + "text": "Vision par ordinateur (2/2)\n\nOn définit les images suivantes:\n\n\\[\nG_x = \\begin{bmatrix}\n+1 & 0 & -1\\\\\n+2 & 0 & -2\\\\\n+1 & 0 & -1\n\\end{bmatrix} \\star A \\quad \\text{et} \\quad G_y = \\begin{bmatrix}\n+1 & +2 & +1\\\\\n0 & 0 & 0\\\\\n-1 & -2 & -1\n\\end{bmatrix} \\star A\n\\]\navec \\(\\star\\) l’opérateur de convolution 2-dimensionnel en traitement du signal - Alors \\(G = \\sqrt{G_x^2 + G_y^2}\\): représentation des contours de l’image \\(A\\)" + }, + { + "objectID": "slides/index.html#opérateur-de-convolution", + "href": "slides/index.html#opérateur-de-convolution", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Opérateur de convolution", + "text": "Opérateur de convolution\n\nIllustration de l’opérateur de convolution 2-dimensionnel \\(\\star\\). Le noyau (matrice en bleu sur le dessin) est multiplié par -1 et glisse sur la matrice de gauche. Une multiplication élément par élément est faite sur chaque sous-matrice de la taille du noyau. Pour chacune de ces multiplication, les coefficients sont ensuite sommés pour donner une valeur de sortie unique. Par exemple ici, la valeur du pixel en vert correspond au calcul \\(3 = 1*(-1) + 1*1 + 1*2 + 1*1\\)." + }, + { + "objectID": "slides/index.html#réseaux-de-neurones-convolutifs", + "href": "slides/index.html#réseaux-de-neurones-convolutifs", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Réseaux de neurones convolutifs", + "text": "Réseaux de neurones convolutifs\n\nIllustration d’une succession de séquences d’un réseau convolutionnel. Emprunté à https://www.analyticsvidhya.com/blog/2022/01/convolutional-neural-network-an-overview/" + }, + { + "objectID": "slides/index.html#segmentation-sémantique-détection-dobjets", + "href": "slides/index.html#segmentation-sémantique-détection-dobjets", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "Segmentation sémantique, détection d’objets", + "text": "Segmentation sémantique, détection d’objets\n\nTâches classiques de vision" + }, + { + "objectID": "slides/index.html#eo-data-12", + "href": "slides/index.html#eo-data-12", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "EO data (1/2)", + "text": "EO data (1/2)\n\nDonnées provenant de satellites, mais photographies prises depuis un avion, etc.\nBeaucoup de données ouvertes ou semi-ouvertes (NASA: Landsat, ESA: Sentinel, Airbus: Pleiades)\nRésolution spatiale variable (de haute: 10m, à très haute: 0.5m)\nRésolution spectrale variable\nCouverture régulière des territoires (par exemple tous les 5j pour Sentinel-2)\nRisques et difficultés: résultats robustes, disponibilité, temps de calcul, résolution adaptée" + }, + { + "objectID": "slides/index.html#eo-data-22", + "href": "slides/index.html#eo-data-22", + "title": "Nouvelles sources de données pour la statistique publique", + "section": "EO data (2/2)", + "text": "EO data (2/2)\n\nCas d’usage potentiels multiples: supervision des forêts, de l’agriculture, des masses d’eau, supervision de l’urbanisation et des infrastructures, étude de la pollution environnementale, etc.\nAujourd’hui:\n\nCalcul de statistiques sur l’occupation et l’usage des sols (consolidation de l’enquête Teruti)\nMise à jour du répertoire de logements dans les DROM\nConsolidation des statistiques sur les vergers issues de l’enquête sur la structure des exploitations agricoles" + }, + { + "objectID": "slides/index.html#ocr-et-extraction", + "href": "slides/index.html#ocr-et-extraction", + "title": "Nouvelles sources de 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index 936397f..e73b089 100644 --- a/slides/index.html +++ b/slides/index.html @@ -10,7 +10,7 @@ - + Nouvelles sources de données pour la statistique publique @@ -1307,6 +1307,200 @@

Exemple 1: enjeux

  • Questions légales : aujourd’hui la législation européenne et son application dans la loi française ne sont pas favorables à l’utilisation de données téléphoniques de signalisation pour la statistique publique
  • + +
    +
    +

    Analyse textuelle

    + +
    +
    +

    Introduction

    +
      +
    • Le traitement du texte et du langage est un des domaines de recherche les plus actifs en sciences des données
    • +
    • Beaucoup d’applications potentielles pour la statistique publique: +
        +
      • Données d’enquête
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      • Données administratives
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      • Données privées mobilisables pour la statistique publique
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    • +
    • Traitement automatique: fait référence à des tâches variées
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    +
    +
    +

    Collecte (1/2)

    +
      +
    • Webscraping: extraction du contenu de sites Internet
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    • Information textuelle très riche sur Internet, mobilisable à des fins de statistique publique
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    • Enjeux: +
        +
      • Techniques: évolution des pages web, interactivité des sites
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      • Légaux: directives de 2020 de la CNIL, pas de scraping sans prévenir
      • +
    • +
    • Bonnes pratiques: robots.txt
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    • API: mode préférentiel de collecte de données
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    +
    +
    +

    Collecte (2/2)

    +
      +
    • En pratique: +
        +
      • Python: BeautifulSoup (parser), Scrapy (crawler)
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      • R: httr, rvest, polite
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      • Selenium: outils d’automatisation
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    • +
    +
    +
    +

    Modèles de langage (1/2)

    +
      +
    • Encoder l’information présente dans un texte: +
        +
      • Matrice document-terme: représentation sparse
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      • Embeddings: représentation dense
      • +
    • +
    • Exemple de word2vec
    • +
    +
    +
    +

    +
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    Modèles de langage (2/2)

    +
      +
    • Aujourd’hui, les meilleurs modèles de langage reposent sur une même architecture de réseaux de neurone: le Transformer
    • +
    • Embeddings des mots qui composent un texte deviennent contextuels
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    • Boom des modèle de langage “génératifs”
    • +
    +
    +
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    Applications pour la statistique publique

    +
      +
    • Classification dans des nomenclatures: +
        +
      • Profession (enquêtes, recensement de la population)
      • +
      • Activité des entreprises
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      • Produits de consommation
      • +
    • +
    • Appariements
    • +
    • Extraction automatique de contenu au sein de documents textuels
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    • Modèles de langage génératifs: assistants de code, etc.
    • +
    +
    +
    +
    +

    Analyse d’images

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    Représentation (1/2)

    +
      +
    • Image en noir et blanc: matrice de dimension \(L \times W\)
    • +
    • Plusieurs encodages possibles: valeurs entières entre 0 et 255 (uint8), valeurs flottantes entre 0 et 1, etc.
    • +
    +
    +
    +

    +
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    Représentation (2/2)

    +
      +
    • Image en couleurs: matrice de dimension \(L \times W \times 3\)
    • +
    +
    +
    +

    +
    +

    +
    +

    +
    +

    +
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    +
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    Vision par ordinateur (1/2)

    +
      +
    • Techniques qui permettent à des machines d’acquérir une compréhension d’images ou de vidéos numériques
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    • 1973: détection de contours
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    +
    +
    +

    +
    +

    +
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    Vision par ordinateur (2/2)

    +
      +
    • On définit les images suivantes:
    • +
    +

    \[ +G_x = \begin{bmatrix} ++1 & 0 & -1\\ ++2 & 0 & -2\\ ++1 & 0 & -1 +\end{bmatrix} \star A \quad \text{et} \quad G_y = \begin{bmatrix} ++1 & +2 & +1\\ +0 & 0 & 0\\ +-1 & -2 & -1 +\end{bmatrix} \star A +\]

    +

    avec \(\star\) l’opérateur de convolution 2-dimensionnel en traitement du signal - Alors \(G = \sqrt{G_x^2 + G_y^2}\): représentation des contours de l’image \(A\)

    +
    +
    +

    Opérateur de convolution

    + +

    Illustration de l’opérateur de convolution 2-dimensionnel \(\star\). Le noyau (matrice en bleu sur le dessin) est multiplié par -1 et glisse sur la matrice de gauche. Une multiplication élément par élément est faite sur chaque sous-matrice de la taille du noyau. Pour chacune de ces multiplication, les coefficients sont ensuite sommés pour donner une valeur de sortie unique. Par exemple ici, la valeur du pixel en vert correspond au calcul \(3 = 1*(-1) + 1*1 + 1*2 + 1*1\).

    +
    +

    Réseaux de neurones convolutifs

    + +

    Illustration d’une succession de séquences d’un réseau convolutionnel. Emprunté à https://www.analyticsvidhya.com/blog/2022/01/convolutional-neural-network-an-overview/

    +
    +

    Segmentation sémantique, détection d’objets

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    Tâches classiques de vision

    +
    +

    EO data (1/2)

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      +
    • Données provenant de satellites, mais photographies prises depuis un avion, etc.
    • +
    • Beaucoup de données ouvertes ou semi-ouvertes (NASA: Landsat, ESA: Sentinel, Airbus: Pleiades)
    • +
    • Résolution spatiale variable (de haute: 10m, à très haute: 0.5m)
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    • Résolution spectrale variable
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    • Couverture régulière des territoires (par exemple tous les 5j pour Sentinel-2)
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    • Risques et difficultés: résultats robustes, disponibilité, temps de calcul, résolution adaptée
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    +
    +
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    EO data (2/2)

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      +
    • Cas d’usage potentiels multiples: supervision des forêts, de l’agriculture, des masses d’eau, supervision de l’urbanisation et des infrastructures, étude de la pollution environnementale, etc.
    • +
    • Aujourd’hui: +
        +
      • Calcul de statistiques sur l’occupation et l’usage des sols (consolidation de l’enquête Teruti)
      • +
      • Mise à jour du répertoire de logements dans les DROM
      • +
      • Consolidation des statistiques sur les vergers issues de l’enquête sur la structure des exploitations agricoles
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    • +
    +
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    OCR et extraction

    +
      +
    • OCR: reconnaissance optique de caractères
    • +
    • Documents scannés ou photographiés exploitables pour la statistique publique: +
        +
      • Comptes annuels des entreprises
      • +
      • Photographies de tickets de caisse pour l’enquête Budget de Famille
      • +
    • +
    • Extraction d’information structurée: cas des tableaux
    • +

    Bibliographie