Introduction to Machine Learning.
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Pierre-Edouard Portier 37687a4090 add the generated pdf as an ignored file. 2 weeks ago
ca_experiment add the generated pdf as an ignored file. 2 weeks ago
data add data folder with housing dataset 6 months ago
images illustrations pour certaines diapositives 6 months ago
.gitignore new files (pdfs) and folders (due to the bookdown structure) to ignore 6 months ago
01_intro.R modify the individual chapters to create a bookdown book 6 months ago
01_intro.Rmd modify the individual chapters to create a bookdown book 6 months ago
02_a_application_abalone.Rmd modify the individual chapters to create a bookdown book 6 months ago
02_b_breviaire_proba_stat.Rmd modify the individual chapters to create a bookdown book 6 months ago
02_moindres_carres.R modify the individual chapters to create a bookdown book 6 months ago
02_moindres_carres.Rmd modify the individual chapters to create a bookdown book 6 months ago
02_moindres_carres_slides.Rmd correction erreur sur un slide (dérivée en fn de beta) 7 months ago
03_tikhonov.R modify the individual chapters to create a bookdown book 6 months ago
03_tikhonov.Rmd modify the individual chapters to create a bookdown book 6 months ago
03_tikhonov_slides.Rmd some slides done 7 months ago
04_validation_croisee.R modify the individual chapters to create a bookdown book 6 months ago
04_validation_croisee.Rmd modify the individual chapters to create a bookdown book 6 months ago
04_validation_croisee_slides.Rmd some slides done 7 months ago
05_b_svd_pca.Rmd modify the individual chapters to create a bookdown book 6 months ago
05_b_svd_pca_slides.Rmd modify the individual chapters to create a bookdown book 6 months ago
05_presentation_svd.R modify the individual chapters to create a bookdown book 6 months ago
05_presentation_svd.Rmd modify the individual chapters to create a bookdown book 6 months ago
05_presentation_svd_slides.Rmd petites modifications 7 months ago
05_svd_pca.R functions to perform a factorial analysis based on pca 6 months ago
06_matrice_definie_non_negative.Rmd modify the individual chapters to create a bookdown book 6 months ago
07_multiplicateurs_de_lagrange.Rmd modify the individual chapters to create a bookdown book 6 months ago
08_derivation_svd.Rmd modify the individual chapters to create a bookdown book 6 months ago
09_puissance_iteree_valeur_propre.Rmd 202206141826 4 months ago
10_puissance_iteree_svd.Rmd modify the individual chapters to create a bookdown book 6 months ago
11_projecteurs.Rmd modify the individual chapters to create a bookdown book 6 months ago
11_projecteurs_slides.Rmd some slides done 7 months ago
12_factorisation_qr.R add title to R files 8 months ago
12_factorisation_qr.Rmd modify the individual chapters to create a bookdown book 6 months ago
13_puissance_iteree_par_blocs.Rmd modify the individual chapters to create a bookdown book 6 months ago
14_geometrie_ridge_svd.R modify the individual chapters to create a bookdown book 6 months ago
14_geometrie_ridge_svd.Rmd modify the individual chapters to create a bookdown book 6 months ago
14_geometrie_ridge_svd_slides.Rmd some slides done 7 months ago
15_loocv.R modify the individual chapters to create a bookdown book 6 months ago
15_loocv.Rmd modify the individual chapters to create a bookdown book 6 months ago
15_loocv_slides.Rmd modify the individual chapters to create a bookdown book 6 months ago
16_biais_variance_estimateur.Rmd modify the individual chapters to create a bookdown book 6 months ago
16_biais_variance_estimateur_slides.Rmd ajout de diapositives sur le biais et la variance d'un estimateur 6 months ago
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18_kernel_ridge_regression.R implémentation de la régression ridge à noyau gaussien 6 months ago
18_kernel_ridge_regression.Rmd 202206141826 4 months ago
18_kernel_ridge_regression_slides.Rmd ajout de diapositives pour présenter la régression ridge à noyau 6 months ago
19_nystroem_approximation.Rmd 202206141826 4 months ago
19_nystroem_approximation_slides.Rmd ajout de diapositives pour expliquer l'approximation de Nystroem 6 months ago
20_tp_dilemme_biais_variance.Rmd ajout d'un TP pour expérimenter sur le dilemme biais variance sur un jeu de données synthétique 6 months ago
20_tp_dilemme_biais_variance_sujet.Rmd ajout d'un TP pour expérimenter sur le dilemme biais variance sur un jeu de données synthétique 6 months ago
21_b_tp_projection_aleatoire_housing_pca.Rmd ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing 6 months ago
21_c_tp_projection_aleatoire_housing_elm.Rmd ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing 6 months ago
21_tp_projection_aleatoire.Rmd ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing 6 months ago
21_tp_projection_aleatoire_sujet.Rmd ajout d'un TP pour expérimenter sur la projection aléatoire et l'analyse factorielle apr PCA sur le jeu de données California Housing 6 months ago
22_tp_kernel_ridge_regression.Rmd ajout d'un TP sur la régression ridge à noyau 6 months ago
22_tp_kernel_ridge_regression_sujet.Rmd ajout d'un TP sur la régression ridge à noyau 6 months ago
23_exercices.R 202206141826 4 months ago
99_references.Rmd ajout d'un fichier pour gérer les références 6 months ago
LICENSE Initial commit 12 months ago
Makefile To compile Rmd files to PDF with a Makefile 8 months ago
README.md Initial commit 12 months ago
_bookdown.yml mise en forme de livre bookdown 6 months ago
_output.yml mise en forme de livre bookdown 6 months ago
index.Rmd mise en forme de livre bookdown 6 months ago
intro_to_ml.Rproj ... 2 weeks ago
intro_to_ml.bib add bibtex bibliography file 6 months ago
make.R to work with beamer, call to render w/o pdf_document() 7 months ago
make_all_chapters some scripts to make the book, the slides, some archives... 6 months ago
make_book mise en forme de livre bookdown 6 months ago
make_book_old some scripts to make the book, the slides, some archives... 6 months ago
make_chapter 202206141826 4 months ago
make_slides some scripts to make the book, the slides, some archives... 6 months ago
make_slides_archive some scripts to make the book, the slides, some archives... 6 months ago
make_src_archive some scripts to make the book, the slides, some archives... 6 months ago
pad.R 202206141826 4 months ago
preamble.tex modify the individual chapters to create a bookdown book 6 months ago

README.md

intro_to_ml

Introduction to Machine Learning.