Changements de titres : retrait du préfixe ML.
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.gitignore
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.Rproj.user
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.Rhistory
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.RData
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.Ruserdata
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01_intro.pdf
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02_moindres_carres.pdf
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03_tikhonov.pdf
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04_validation_croisee.pdf
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05_presentation_svd.pdf
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06_matrice_definie_non_negative.pdf
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07_multiplicateurs_de_lagrange.pdf
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08_derivation_svd.pdf
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09_puissance_iteree_valeur_propre.pdf
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10_puissance_iteree_svd.pdf
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11_projecteurs.pdf
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12_factorisation_qr.pdf
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13_puissance_iteree_par_blocs.pdf
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14_geometrie_ridge_svd.pdf
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@ -1,5 +1,5 @@
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---
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---
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title: "ML 01 Introduction"
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title: "01 Introduction"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -8,7 +8,7 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_01_intro.R", local = knitr::knit_global())
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source("01_intro.R", local = knitr::knit_global())
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```
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```
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# Contexte
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# Contexte
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---
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---
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title: "ML 02 Méthode des moindres carrés"
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title: "02 Méthode des moindres carrés"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -8,8 +8,8 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_01_intro.R", local = knitr::knit_global())
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source("01_intro.R", local = knitr::knit_global())
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source("ML1_02_moindres_carres.R", local = knitr::knit_global())
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source("02_moindres_carres.R", local = knitr::knit_global())
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```
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```
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# Espace de fonctions
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# Espace de fonctions
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@ -1,5 +1,5 @@
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---
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---
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title: "ML 03 Régularisation de Tikhonov"
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title: "03 Régularisation de Tikhonov"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -8,8 +8,8 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_01_intro.R", local = knitr::knit_global())
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source("01_intro.R", local = knitr::knit_global())
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source("ML1_03_tikhonov.R", local = knitr::knit_global())
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source("03_tikhonov.R", local = knitr::knit_global())
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```
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```
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# Problèmes linéaires mal posés
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# Problèmes linéaires mal posés
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---
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---
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title: "ML 04 Validation croisée"
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title: "04 Validation croisée"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -8,8 +8,8 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_01_intro.R", local = knitr::knit_global())
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source("01_intro.R", local = knitr::knit_global())
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source("ML1_04_validation_croisee.R", local = knitr::knit_global())
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source("04_validation_croisee.R", local = knitr::knit_global())
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```
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```
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# Principe de la validation croisée
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# Principe de la validation croisée
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---
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---
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title: "ML 05 Présentation de la décomposition en valeurs singulières (SVD)"
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title: "05 Présentation de la décomposition en valeurs singulières (SVD)"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -8,7 +8,7 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_05_presentation_svd.R", local = knitr::knit_global())
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source("05_presentation_svd.R", local = knitr::knit_global())
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```
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```
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# Contexte
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# Contexte
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---
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---
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title: "ML 06 Matrice définie non négative"
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title: "06 Matrice définie non négative"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 07 Optimisation sous contraintes et multiplicateurs de Lagrange"
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title: "07 Optimisation sous contraintes et multiplicateurs de Lagrange"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 08 Dérivation du SVD"
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title: "08 Dérivation du SVD"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 09 Plus grande valeur propre et puissance itérée"
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title: "09 Plus grande valeur propre et puissance itérée"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 10 Méthode de la puissance itérée et SVD"
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title: "10 Méthode de la puissance itérée et SVD"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 11 Projecteurs orthogonaux et SVD"
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title: "11 Projecteurs orthogonaux et SVD"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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---
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---
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title: "ML 12 Factorisation QR"
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title: "12 Factorisation QR"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -10,7 +10,7 @@ classoption: fleqn
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---
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---
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```{r, include=FALSE}
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```{r, include=FALSE}
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source("ML1_12_factorisation_qr.R", local = knitr::knit_global())
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source("12_factorisation_qr.R", local = knitr::knit_global())
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```
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```
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# Factorisation QR
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# Factorisation QR
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---
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---
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title: "ML 13 Puissance itérée par bloc et SVD"
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title: "13 Puissance itérée par bloc et SVD"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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@ -1,5 +1,5 @@
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---
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---
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title: "ML 14 Géométrie de la régression ridge et SVD"
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title: "14 Géométrie de la régression ridge et SVD"
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output:
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output:
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bookdown::pdf_document2:
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bookdown::pdf_document2:
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number_section: yes
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number_section: yes
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