p6e7p7/intro_to_ml
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
Introduction to Machine Learning.
50 Commits 1 Branch 0 Tags 1.9 MiB
R 91.6%
Shell 6.1%
TeX 2.2%
c20dffd607
Go to file
Pierre-Edouard Portier c20dffd607 ajout de diapositives pour expliquer l'approximation de Nystroem
2022-04-16 11:58:52 +02:00
images Point de départ. Reprise d'un dépôt bloqué. PDF volontairement non inclus. 2021-10-16 22:45:21 +02:00
.gitignore création de 05_b_svd_pca_slides.Rmd et 15_loocv_slides.Rmd 2022-03-14 13:34:01 +01:00
01_intro.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
01_intro.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
02_a_application_abalone.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
02_b_breviaire_proba_stat.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
02_moindres_carres_slides.Rmd correction erreur sur un slide (dérivée en fn de beta) 2022-03-14 13:29:43 +01:00
02_moindres_carres.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
02_moindres_carres.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
03_tikhonov_slides.Rmd some slides done 2022-03-06 22:57:04 +01:00
03_tikhonov.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
03_tikhonov.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
04_validation_croisee_slides.Rmd some slides done 2022-03-06 22:57:04 +01:00
04_validation_croisee.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
04_validation_croisee.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
05_b_svd_pca_slides.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
05_b_svd_pca.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
05_presentation_svd_slides.Rmd petites modifications 2022-03-14 13:31:39 +01:00
05_presentation_svd.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
05_presentation_svd.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
05_svd_pca.R functions to perform a factorial analysis based on pca 2022-04-16 11:54:27 +02:00
06_matrice_definie_non_negative.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
07_multiplicateurs_de_lagrange.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
08_derivation_svd.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
09_puissance_iteree_valeur_propre.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
10_puissance_iteree_svd.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
11_projecteurs_slides.Rmd some slides done 2022-03-06 22:57:04 +01:00
11_projecteurs.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
12_factorisation_qr.R add title to R files 2022-02-19 18:59:28 +01:00
12_factorisation_qr.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
13_puissance_iteree_par_blocs.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
14_geometrie_ridge_svd_slides.Rmd some slides done 2022-03-06 22:57:04 +01:00
14_geometrie_ridge_svd.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
14_geometrie_ridge_svd.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
15_loocv_slides.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
15_loocv.R modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
15_loocv.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
16_biais_variance_estimateur_slides.Rmd ajout de diapositives sur le biais et la variance d'un estimateur 2022-04-16 11:55:59 +02:00
16_biais_variance_estimateur.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
17_biais_variance_ridge.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
18_kernel_ridge_regression_slides.Rmd ajout de diapositives pour présenter la régression ridge à noyau 2022-04-16 11:57:36 +02:00
18_kernel_ridge_regression.R implémentation de la régression ridge à noyau gaussien 2022-04-16 11:56:48 +02:00
18_kernel_ridge_regression.Rmd modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
19_nystroem_approximation_slides.Rmd ajout de diapositives pour expliquer l'approximation de Nystroem 2022-04-16 11:58:52 +02:00
19_nystroem_approximation.Rmd ajout d'un chapitre sur l'approximation de Nystroem 2022-04-16 11:58:20 +02:00
intro_to_ml.Rproj Point de départ. Reprise d'un dépôt bloqué. PDF volontairement non inclus. 2021-10-16 22:45:21 +02:00
LICENSE Initial commit 2021-10-16 20:31:09 +00:00
make.R to work with beamer, call to render w/o pdf_document() 2022-03-06 22:52:40 +01:00
Makefile To compile Rmd files to PDF with a Makefile 2022-02-19 19:04:58 +01:00
preamble.tex modify the individual chapters to create a bookdown book 2022-04-16 11:52:56 +02:00
README.md Initial commit 2021-10-16 20:31:09 +00:00

README.md

intro_to_ml

Introduction to Machine Learning.