{"id":85,"date":"2018-11-09T14:09:25","date_gmt":"2018-11-09T14:09:25","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=85"},"modified":"2019-11-17T16:34:23","modified_gmt":"2019-11-17T16:34:23","slug":"classification-avancee","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=85","title":{"rendered":"Classification Avanc\u00e9e"},"content":{"rendered":"<p>Page du cours de <strong>Classification Avanc\u00e9e<\/strong> du Master 2 TSI-IMOVI.<\/p>\n<p><strong>Cours<\/strong><\/p>\n<ul>\n<li>Chapitre 1 : Introduction (<a href=\"https:\/\/www.college-de-france.fr\/site\/stephane-mallat\/inaugural-lecture-2018-01-11-18h00.htm\">video<\/a>, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Intro.pdf\">transparents<\/a>)<\/li>\n<li>Chapitre 2 : <em>k<\/em> plus proches voisins &amp; mesures de qualit\u00e9 (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Chapitre_2.pdf\">transparents<\/a>)<\/li>\n<li>Chapitre 3 : Arbres de D\u00e9cision &amp; Classification non-supervis\u00e9e (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Chapitre_3.pdf\">transparents<\/a>)<\/li>\n<li>Chapitre 4 : Perceptron &amp; Machines \u00e0 Noyaux (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Chapitre_4.pdf\">transparents<\/a>)<\/li>\n<li>Chapitre 5 : R\u00e9seaux de Neurones Artificiels (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Chapitre_5.pdf\">transparents<\/a>)<\/li>\n<li>Chapitre 6 : Deep Learning &amp; Traitement d&rsquo;Images (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-Chapitre_6.pdf\">transparents<\/a>)<\/li>\n<\/ul>\n<p><strong>TP Sujet<br \/>\n<\/strong><\/p>\n<ul>\n<li>TP 1 : Prise en main de python &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/Sujet-CA-TP1.pdf\">Sujet<\/a>, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP1.ipynb\">Notebook (python)<\/a>, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/ISD\/TP1-ISD.ipynb\">Notebook (deuxi\u00e8me)<\/a><\/li>\n<li>TP2 : Scikit-learn &amp; k plus proches voisins &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP2.ipynb\">Notebook<\/a><!--, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/Correction-CA-TP2.ipynb\">Correction<\/a> --><\/li>\n<li>TP3 : Arbres de D\u00e9cision &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP3.ipynb\">Notebook<\/a><!--,\u00a0 <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/Correction-CA-TP3.ipynb\">Correction<\/a>--><\/li>\n<li>TP4 : SVM &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP4.ipynb\">Notebook<\/a><\/li>\n<li>TP5 : Deep Learning &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP5.ipynb\">Notebook<\/a><\/li>\n<li>TP6 : GAN &#8211; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/CA\/CA-TP6.ipynb\">Notebook<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Page du cours de Classification Avanc\u00e9e du Master 2 TSI-IMOVI. Cours Chapitre 1 : Introduction (video, transparents) Chapitre 2 : k plus proches voisins &amp; mesures de qualit\u00e9 (transparents) Chapitre 3 : Arbres de D\u00e9cision &amp; Classification non-supervis\u00e9e (transparents) Chapitre 4 : Perceptron &amp; Machines \u00e0 Noyaux (transparents) Chapitre 5 : R\u00e9seaux de Neurones Artificiels &hellip; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=85\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Classification Avanc\u00e9e&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/85"}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=85"}],"version-history":[{"count":17,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/85\/revisions"}],"predecessor-version":[{"id":230,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/85\/revisions\/230"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=85"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}