From b341bb42861585f801f3f798a3964e703ef225aa Mon Sep 17 00:00:00 2001 From: Marc Beninca Date: Sat, 8 Aug 2020 12:06:15 +0200 Subject: [PATCH] bib,float,images,ml --- cnam/travaux/probatoire/document.bib | 23 ++++++++++++++++++ cnam/travaux/probatoire/document.tex | 16 +++--------- .../probatoire/document/introduction.tex | 4 +-- cnam/travaux/probatoire/document/packages.tex | 1 + .../probatoire/document/principles.tex | 10 ++++++++ .../probatoire/images/features_polynomial.png | Bin 0 -> 129572 bytes .../images/features_similar_left.png | Bin 0 -> 52230 bytes .../images/features_similar_right.png | Bin 0 -> 39798 bytes 8 files changed, 40 insertions(+), 14 deletions(-) create mode 100644 cnam/travaux/probatoire/images/features_polynomial.png create mode 100644 cnam/travaux/probatoire/images/features_similar_left.png create mode 100644 cnam/travaux/probatoire/images/features_similar_right.png diff --git a/cnam/travaux/probatoire/document.bib b/cnam/travaux/probatoire/document.bib index 0de47f4..bcc2b5c 100644 --- a/cnam/travaux/probatoire/document.bib +++ b/cnam/travaux/probatoire/document.bib @@ -1,6 +1,7 @@ @book{homl-large-scale, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "154", @@ -8,6 +9,7 @@ pages = "154", @book{homl-hard-few, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "155", @@ -15,20 +17,39 @@ pages = "155", @book{homl-nonlinear-linear, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "157", } +@book{homl-feat-poly, +author = "Aurélien Géron", +title = "Hands-on Machine Learning", +edition = "2nd", +year = "2019", +publisher = "O'Reilly", +pages = "158", +} @book{homl-poly, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "159", } +@book{homl-feat-simi, +author = "Aurélien Géron", +title = "Hands-on Machine Learning", +edition = "2nd", +year = "2019", +publisher = "O'Reilly", +pages = "160", +} @book{homl-rbf, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "161", @@ -36,6 +57,7 @@ pages = "161", @book{homl-linear, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "163", @@ -43,6 +65,7 @@ pages = "163", @book{homl-nonlinear, author = "Aurélien Géron", title = "Hands-on Machine Learning", +edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "164", diff --git a/cnam/travaux/probatoire/document.tex b/cnam/travaux/probatoire/document.tex index 50c41d0..d906cf0 100644 --- a/cnam/travaux/probatoire/document.tex +++ b/cnam/travaux/probatoire/document.tex @@ -19,12 +19,12 @@ urlcolor=blue, %⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \newcommand{\cnam}{\begin{center} \includegraphics[height=6em]{../cnam.png}\end{center}} - -\newcommand{\fig}[4]{\begin{figure}[!h]\begin{center} +%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ +\newcommand{\fig}[4]{\begin{figure}[H]\begin{center} \includegraphics[height=#3]{images/#4.png} \caption{#2}\end{center}\end{figure}} - -\newcommand{\bifig}[5]{\begin{figure}[!h]\begin{center} +%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ +\newcommand{\bifig}[5]{\begin{figure}[H]\begin{center} \includegraphics[height=#3]{images/#4.png} \includegraphics[height=#3]{images/#5.png} \caption{#2}\end{center}\end{figure}} @@ -62,23 +62,15 @@ Informatique, Réseaux, Systèmes et Multimédia \begin{document} %⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{front} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{glossaries} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{toc} %––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––– \import{introduction} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{principles} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{example} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{pros} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{cons} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{limitations} -%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ \import{conclusion} %––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––– \printbibliography[heading=bibintoc,title=Références] diff --git a/cnam/travaux/probatoire/document/introduction.tex b/cnam/travaux/probatoire/document/introduction.tex index 9c0aa1f..458716b 100644 --- a/cnam/travaux/probatoire/document/introduction.tex +++ b/cnam/travaux/probatoire/document/introduction.tex @@ -9,9 +9,9 @@ incompatibles avec les principes classiques des \gls{sgbd}. De nouvelles méthodologies ont donc dû être créées afin de pouvoir analyser puis exploiter ces \gls{bd}. -\subsection{Le \gls{ml}} +\subsection{Machine learning} -Ce concept regroupe les différentes nouvelles approches méthodologiques +Le \gls{ml} regroupe les différentes nouvelles approches méthodologiques permettant de faire ressortir une compréhension des \gls{bd}, en extraire des \glspl{dataset} exploitables puis, à partir de cet apprentissage, être en mesure de comprendre de nouvelles données. diff --git a/cnam/travaux/probatoire/document/packages.tex b/cnam/travaux/probatoire/document/packages.tex index 70373a4..2d7d363 100644 --- a/cnam/travaux/probatoire/document/packages.tex +++ b/cnam/travaux/probatoire/document/packages.tex @@ -1,4 +1,5 @@ \usepackage{extsizes} +\usepackage{float} \usepackage{fontspec} \usepackage[a4paper,portrait, bmargin=20mm,lmargin=20mm,rmargin=20mm,tmargin=20mm]{geometry} diff --git a/cnam/travaux/probatoire/document/principles.tex b/cnam/travaux/probatoire/document/principles.tex index 2caedcf..1f4a492 100644 --- a/cnam/travaux/probatoire/document/principles.tex +++ b/cnam/travaux/probatoire/document/principles.tex @@ -79,11 +79,21 @@ deux types de résolution sont disponibles : … +\fig{}{ \cite{homl-feat-poly}} +{9em}{features_polynomial} + +… + \bifig{}{Fonction noyau polynominale \cite{homl-poly}} {14em}{kernel_polynomial_left}{kernel_polynomial_right} … +\bifig{}{ \cite{homl-feat-simi}} +{14em}{features_similar_left}{features_similar_right} + +… + \bifig{}{Fonction noyau gaussien \gls{rbf} \cite{homl-rbf}} {26em}{kernel_rbf_left}{kernel_rbf_right} diff --git a/cnam/travaux/probatoire/images/features_polynomial.png b/cnam/travaux/probatoire/images/features_polynomial.png new file mode 100644 index 0000000000000000000000000000000000000000..43664f6b98b2534e72bc369cccf9b698fa5ebd8a GIT binary patch literal 129572 zcmb5VcRbbq`#*kgaB$){nOWx?M@Ev7z4wXCWQJo`_7+*k9&t!UWM+g!Cxm2=a%f1l 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