{"id":12,"date":"2018-08-27T13:08:56","date_gmt":"2018-08-27T13:08:56","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=12"},"modified":"2021-04-15T06:12:46","modified_gmt":"2021-04-15T06:12:46","slug":"scikit-splearn","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=12","title":{"rendered":"Scikit-SpLearn"},"content":{"rendered":"<p>Scikit-SpLearn is a python toolbox implementing spectral learning algorithms for weighted automata. The toolbox is compliant with the well-known\u00a0<a href=\"http:\/\/scikit-learn.org\/\">scikit-learn<\/a>\u00a0machine learning platform. In particular, all data tools of sk-learn, like cross-validation and gridsearch, can be used with scikit-splearn.<\/p>\n<p>This was done with the <a href=\"http:\/\/labex-archimede.univ-amu.fr\/spip.php?id_rubrique=67&amp;lang=en\">Archim\u00e8de Labex<\/a>\u00a0software development team in a professional setting (unit testing, subversionning with <em>git<\/em>, PEP8 code, user manual, etc.)<\/p>\n<p>You will found everything about the toolbox <a href=\"https:\/\/perso.univ-st-etienne.fr\/er101405\/scikit-splearn\/\">here<\/a>.<\/p>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-55\" src=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/wp-content\/uploads\/2018\/08\/SpLearn-starwars-small.png\" alt=\"\" width=\"1747\" height=\"640\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Scikit-SpLearn is a python toolbox implementing spectral learning algorithms for weighted automata. The toolbox is compliant with the well-known\u00a0scikit-learn\u00a0machine learning platform. In particular, all data tools of sk-learn, like cross-validation and gridsearch, can be used with scikit-splearn. This was done with the Archim\u00e8de Labex\u00a0software development team in a professional setting (unit testing, subversionning with git, &hellip; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=12\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Scikit-SpLearn&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\/12"}],"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=12"}],"version-history":[{"count":4,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/12\/revisions"}],"predecessor-version":[{"id":283,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/12\/revisions\/283"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}