Introduction to Machine Learning.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 
Pierre-Edouard Portier f57b81be21 new files (pdfs) and folders (due to the bookdown structure) to ignore 1 month ago
data add data folder with housing dataset 1 month ago
images illustrations pour certaines diapositives 1 month ago
.gitignore new files (pdfs) and folders (due to the bookdown structure) to ignore 1 month ago
01_intro.R modify the individual chapters to create a bookdown book 1 month ago
01_intro.Rmd modify the individual chapters to create a bookdown book 1 month ago
02_a_application_abalone.Rmd modify the individual chapters to create a bookdown book 1 month ago
02_b_breviaire_proba_stat.Rmd modify the individual chapters to create a bookdown book 1 month ago
02_moindres_carres.R modify the individual chapters to create a bookdown book 1 month ago
02_moindres_carres.Rmd modify the individual chapters to create a bookdown book 1 month ago
02_moindres_carres_slides.Rmd correction erreur sur un slide (dérivée en fn de beta) 2 months ago
03_tikhonov.R modify the individual chapters to create a bookdown book 1 month ago
03_tikhonov.Rmd modify the individual chapters to create a bookdown book 1 month ago
03_tikhonov_slides.Rmd some slides done 2 months ago
04_validation_croisee.R modify the individual chapters to create a bookdown book 1 month ago
04_validation_croisee.Rmd modify the individual chapters to create a bookdown book 1 month ago
04_validation_croisee_slides.Rmd some slides done 2 months ago
05_b_svd_pca.Rmd modify the individual chapters to create a bookdown book 1 month ago
05_b_svd_pca_slides.Rmd modify the individual chapters to create a bookdown book 1 month ago
05_presentation_svd.R modify the individual chapters to create a bookdown book 1 month ago
05_presentation_svd.Rmd modify the individual chapters to create a bookdown book 1 month ago
05_presentation_svd_slides.Rmd petites modifications 2 months ago
05_svd_pca.R functions to perform a factorial analysis based on pca 1 month ago
06_matrice_definie_non_negative.Rmd modify the individual chapters to create a bookdown book 1 month ago
07_multiplicateurs_de_lagrange.Rmd modify the individual chapters to create a bookdown book 1 month ago
08_derivation_svd.Rmd modify the individual chapters to create a bookdown book 1 month ago
09_puissance_iteree_valeur_propre.Rmd modify the individual chapters to create a bookdown book 1 month ago
10_puissance_iteree_svd.Rmd modify the individual chapters to create a bookdown book 1 month ago
11_projecteurs.Rmd modify the individual chapters to create a bookdown book 1 month ago
11_projecteurs_slides.Rmd some slides done 2 months ago
12_factorisation_qr.R add title to R files 3 months ago
12_factorisation_qr.Rmd modify the individual chapters to create a bookdown book 1 month ago
13_puissance_iteree_par_blocs.Rmd modify the individual chapters to create a bookdown book 1 month ago
14_geometrie_ridge_svd.R modify the individual chapters to create a bookdown book 1 month ago
14_geometrie_ridge_svd.Rmd modify the individual chapters to create a bookdown book 1 month ago
14_geometrie_ridge_svd_slides.Rmd some slides done 2 months ago
15_loocv.R modify the individual chapters to create a bookdown book 1 month ago
15_loocv.Rmd modify the individual chapters to create a bookdown book 1 month ago
15_loocv_slides.Rmd modify the individual chapters to create a bookdown book 1 month ago
16_biais_variance_estimateur.Rmd modify the individual chapters to create a bookdown book 1 month ago
16_biais_variance_estimateur_slides.Rmd ajout de diapositives sur le biais et la variance d'un estimateur 1 month ago
17_biais_variance_ridge.Rmd modify the individual chapters to create a bookdown book 1 month ago
18_kernel_ridge_regression.R implémentation de la régression ridge à noyau gaussien 1 month ago
18_kernel_ridge_regression.Rmd modify the individual chapters to create a bookdown book 1 month ago
18_kernel_ridge_regression_slides.Rmd ajout de diapositives pour présenter la régression ridge à noyau 1 month ago
19_nystroem_approximation.Rmd ajout d'un chapitre sur l'approximation de Nystroem 1 month ago
19_nystroem_approximation_slides.Rmd ajout de diapositives pour expliquer l'approximation de Nystroem 1 month ago
20_tp_dilemme_biais_variance.Rmd ajout d'un TP pour expérimenter sur le dilemme biais variance sur un jeu de données synthétique 1 month 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 1 month 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 1 month 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 1 month 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 1 month 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 1 month ago
22_tp_kernel_ridge_regression.Rmd ajout d'un TP sur la régression ridge à noyau 1 month ago
22_tp_kernel_ridge_regression_sujet.Rmd ajout d'un TP sur la régression ridge à noyau 1 month ago
99_references.Rmd ajout d'un fichier pour gérer les références 1 month ago
LICENSE Initial commit 7 months ago
Makefile To compile Rmd files to PDF with a Makefile 3 months ago
README.md Initial commit 7 months ago
_bookdown.yml mise en forme de livre bookdown 1 month ago
_output.yml mise en forme de livre bookdown 1 month ago
index.Rmd mise en forme de livre bookdown 1 month ago
intro_to_ml.Rproj Point de départ. Reprise d'un dépôt bloqué. PDF volontairement non inclus. 7 months ago
intro_to_ml.bib add bibtex bibliography file 1 month ago
make.R to work with beamer, call to render w/o pdf_document() 2 months ago
make_all_chapters some scripts to make the book, the slides, some archives... 1 month ago
make_book mise en forme de livre bookdown 1 month ago
make_book_old some scripts to make the book, the slides, some archives... 1 month ago
make_slides some scripts to make the book, the slides, some archives... 1 month ago
make_slides_archive some scripts to make the book, the slides, some archives... 1 month ago
make_src_archive some scripts to make the book, the slides, some archives... 1 month ago
pad.R small utilities to be used interactively (within acme) 1 month ago
preamble.tex modify the individual chapters to create a bookdown book 1 month ago

README.md

intro_to_ml

Introduction to Machine Learning.