book_filename: intro_to_ml
rmd_files: ["index.Rmd",
            "01_intro.Rmd",
            "02_moindres_carres.Rmd",
            "02_b_breviaire_proba_stat.Rmd",
            "02_a_application_abalone.Rmd",
            "03_tikhonov.Rmd",
            "04_validation_croisee.Rmd",
            "05_presentation_svd.Rmd",
            "05_b_svd_pca.Rmd",
            "05_c_svd_ca.Rmd",
            "05_d_svd_mca.Rmd",
            "06_matrice_definie_non_negative.Rmd",
            "07_multiplicateurs_de_lagrange.Rmd",
            "08_derivation_svd.Rmd",
            "09_puissance_iteree_valeur_propre.Rmd",
            "10_puissance_iteree_svd.Rmd",
            "11_projecteurs.Rmd",
            "12_factorisation_qr.Rmd",
            "13_puissance_iteree_par_blocs.Rmd",
            "14_geometrie_ridge_svd.Rmd",
            "15_loocv.Rmd",
            "16_biais_variance_estimateur.Rmd",
            "17_biais_variance_ridge.Rmd",
            "20_tp_dilemme_biais_variance.Rmd",
            "21_tp_projection_aleatoire.Rmd",
            "18_kernel_ridge_regression.Rmd",
            "22_tp_kernel_ridge_regression.Rmd",
            "19_nystroem_approximation.Rmd",
            "99_references.Rmd"]