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images
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Point de départ. Reprise d'un dépôt bloqué. PDF volontairement non inclus.
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2021-10-16 22:45:21 +02:00 |
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_bookdown.yml
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mise en forme de livre bookdown
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2022-04-16 12:07:05 +02:00 |
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_output.yml
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mise en forme de livre bookdown
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2022-04-16 12:07:05 +02:00 |
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.gitignore
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création de 05_b_svd_pca_slides.Rmd et 15_loocv_slides.Rmd
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2022-03-14 13:34:01 +01:00 |
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01_intro.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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01_intro.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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02_a_application_abalone.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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02_b_breviaire_proba_stat.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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02_moindres_carres_slides.Rmd
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correction erreur sur un slide (dérivée en fn de beta)
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2022-03-14 13:29:43 +01:00 |
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02_moindres_carres.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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02_moindres_carres.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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03_tikhonov_slides.Rmd
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some slides done
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2022-03-06 22:57:04 +01:00 |
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03_tikhonov.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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03_tikhonov.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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04_validation_croisee_slides.Rmd
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some slides done
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2022-03-06 22:57:04 +01:00 |
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04_validation_croisee.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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04_validation_croisee.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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05_b_svd_pca_slides.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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05_b_svd_pca.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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05_presentation_svd_slides.Rmd
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petites modifications
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2022-03-14 13:31:39 +01:00 |
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05_presentation_svd.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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05_presentation_svd.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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05_svd_pca.R
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functions to perform a factorial analysis based on pca
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2022-04-16 11:54:27 +02:00 |
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06_matrice_definie_non_negative.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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07_multiplicateurs_de_lagrange.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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08_derivation_svd.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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09_puissance_iteree_valeur_propre.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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10_puissance_iteree_svd.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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11_projecteurs_slides.Rmd
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some slides done
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2022-03-06 22:57:04 +01:00 |
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11_projecteurs.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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12_factorisation_qr.R
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add title to R files
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2022-02-19 18:59:28 +01:00 |
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12_factorisation_qr.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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13_puissance_iteree_par_blocs.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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14_geometrie_ridge_svd_slides.Rmd
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some slides done
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2022-03-06 22:57:04 +01:00 |
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14_geometrie_ridge_svd.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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14_geometrie_ridge_svd.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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15_loocv_slides.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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15_loocv.R
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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15_loocv.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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16_biais_variance_estimateur_slides.Rmd
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ajout de diapositives sur le biais et la variance d'un estimateur
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2022-04-16 11:55:59 +02:00 |
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16_biais_variance_estimateur.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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17_biais_variance_ridge.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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18_kernel_ridge_regression_slides.Rmd
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ajout de diapositives pour présenter la régression ridge à noyau
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2022-04-16 11:57:36 +02:00 |
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18_kernel_ridge_regression.R
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implémentation de la régression ridge à noyau gaussien
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2022-04-16 11:56:48 +02:00 |
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18_kernel_ridge_regression.Rmd
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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19_nystroem_approximation_slides.Rmd
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ajout de diapositives pour expliquer l'approximation de Nystroem
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2022-04-16 11:58:52 +02:00 |
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19_nystroem_approximation.Rmd
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ajout d'un chapitre sur l'approximation de Nystroem
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2022-04-16 11:58:20 +02:00 |
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20_tp_dilemme_biais_variance_sujet.Rmd
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ajout d'un TP pour expérimenter sur le dilemme biais variance sur un jeu de données synthétique
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2022-04-16 11:59:52 +02:00 |
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20_tp_dilemme_biais_variance.Rmd
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ajout d'un TP pour expérimenter sur le dilemme biais variance sur un jeu de données synthétique
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2022-04-16 11:59:52 +02:00 |
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21_b_tp_projection_aleatoire_housing_pca.Rmd
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ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing
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2022-04-16 12:01:04 +02:00 |
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21_c_tp_projection_aleatoire_housing_elm.Rmd
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ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing
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2022-04-16 12:01:04 +02:00 |
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21_tp_projection_aleatoire_sujet.Rmd
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ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing
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2022-04-16 12:01:04 +02:00 |
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21_tp_projection_aleatoire.Rmd
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ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing
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2022-04-16 12:01:04 +02:00 |
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22_tp_kernel_ridge_regression_sujet.Rmd
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ajout d'un TP sur la régression ridge à noyau
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2022-04-16 12:01:48 +02:00 |
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22_tp_kernel_ridge_regression.Rmd
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ajout d'un TP sur la régression ridge à noyau
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2022-04-16 12:01:48 +02:00 |
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99_references.Rmd
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ajout d'un fichier pour gérer les références
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2022-04-16 12:02:26 +02:00 |
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index.Rmd
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mise en forme de livre bookdown
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2022-04-16 12:07:05 +02:00 |
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intro_to_ml.Rproj
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Point de départ. Reprise d'un dépôt bloqué. PDF volontairement non inclus.
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2021-10-16 22:45:21 +02:00 |
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LICENSE
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Initial commit
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2021-10-16 20:31:09 +00:00 |
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make_book
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mise en forme de livre bookdown
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2022-04-16 12:07:05 +02:00 |
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make.R
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to work with beamer, call to render w/o pdf_document()
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2022-03-06 22:52:40 +01:00 |
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Makefile
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To compile Rmd files to PDF with a Makefile
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2022-02-19 19:04:58 +01:00 |
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preamble.tex
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modify the individual chapters to create a bookdown book
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2022-04-16 11:52:56 +02:00 |
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README.md
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Initial commit
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2021-10-16 20:31:09 +00:00 |
