mise en forme de livre bookdown
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_bookdown.yml
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_bookdown.yml
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book_filename: intro_to_ml
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rmd_files: ["index.Rmd",
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"01_intro.Rmd",
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"02_moindres_carres.Rmd",
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"02_b_breviaire_proba_stat.Rmd",
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"02_a_application_abalone.Rmd",
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"03_tikhonov.Rmd",
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"04_validation_croisee.Rmd",
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"05_presentation_svd.Rmd",
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"05_b_svd_pca.Rmd",
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"06_matrice_definie_non_negative.Rmd",
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"07_multiplicateurs_de_lagrange.Rmd",
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"08_derivation_svd.Rmd",
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"09_puissance_iteree_valeur_propre.Rmd",
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"10_puissance_iteree_svd.Rmd",
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"11_projecteurs.Rmd",
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"12_factorisation_qr.Rmd",
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"13_puissance_iteree_par_blocs.Rmd",
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"14_geometrie_ridge_svd.Rmd",
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"15_loocv.Rmd",
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"16_biais_variance_estimateur.Rmd",
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"17_biais_variance_ridge.Rmd",
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"18_kernel_ridge_regression.Rmd",
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"19_nystroem_approximation.Rmd",
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"20_tp_dilemme_biais_variance_sujet.Rmd",
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"20_tp_dilemme_biais_variance.Rmd",
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"21_tp_projection_aleatoire_sujet.Rmd",
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"21_tp_projection_aleatoire.Rmd",
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"21_b_tp_projection_aleatoire_housing_pca.Rmd",
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"21_c_tp_projection_aleatoire_housing_elm.Rmd",
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"22_tp_kernel_ridge_regression_sujet.Rmd",
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"22_tp_kernel_ridge_regression.Rmd",
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"99_references.Rmd"]
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_output.yml
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_output.yml
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bookdown::pdf_book:
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number_section: yes
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includes:
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in_header: preamble.tex
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toc_depth: 3
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toc_appendix: yes
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extra_dependencies:
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algorithm2e: [ruled,vlined,linesnumbered]
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index.Rmd
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index.Rmd
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---
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title: "Introduction au Machine Learning"
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author: "Pierre-Edouard Portier"
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documentclass: book
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geometry: margin=2cm
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fontsize: 12pt
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date: "Mars 2022"
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toc: true
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classoption: fleqn
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bibliography: intro_to_ml.bib
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link-citations: yes
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---
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