{"id":407,"date":"2018-11-08T17:10:54","date_gmt":"2018-11-08T17:10:54","guid":{"rendered":"http:\/\/phylanx.stellar-group.org\/?p=407"},"modified":"2018-11-08T17:10:54","modified_gmt":"2018-11-08T17:10:54","slug":"phylanx-seminar-neural-networks","status":"publish","type":"post","link":"https:\/\/phylanx.stellar-group.org\/index.php\/2018\/11\/08\/phylanx-seminar-neural-networks\/","title":{"rendered":"Phylanx Seminar: Neural Networks"},"content":{"rendered":"<p>One model commonly used in machine learning is a neural network. In this seminar, Bita explains the components of a neural network, discusses factors to consider when using the model, and demonstrates a few implementations of the model.<!--more--><\/p>\n<p>You can find her lecture materials below:<\/p>\n<p>Video: <a href=\"https:\/\/youtu.be\/G-yZAgHsc0U\" target=\"_blank\">https:\/\/youtu.be\/G-yZAgHsc0U<\/a><\/p>\n<p>Slides: <a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/neural_network_seminar_11.07.18.pdf\" target=\"_blank\">http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/neural_network_seminar_11.07.18.pdf<\/a><\/p>\n<p>Jupyter Notebooks:<\/p>\n<ul>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/NN_Presentation.ipynb\" target=\"_blank\">Neural Network Classification Notebook<\/a><\/li>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/NN_Presentation2.ipynb\" target=\"_blank\">Neural Network Multi-Classification Notebook<\/a><\/li>\n<\/ul>\n<p>Data &amp; Plot Scripts:<\/p>\n<ul>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/data_admision.txt\" target=\"_blank\">Admission Data 1<\/a><\/li>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/data_admision2.txt\" target=\"_blank\">Admission Data 2<\/a><\/li>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/util.py\" target=\"_blank\">Plot 1<\/a><\/li>\n<li><a href=\"http:\/\/stellar.cct.lsu.edu\/files\/phylanx_seminars\/11.07.18_seminar_neural_networks\/util2.py\" target=\"_blank\">Plot 2<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>One model commonly used in machine learning is a neural network. In this seminar, Bita explains the components of a neural network, discusses factors to consider when using the model, and demonstrates a few implementations of the model. <a class=\"continue-reading-link\" href=\"https:\/\/phylanx.stellar-group.org\/index.php\/2018\/11\/08\/phylanx-seminar-neural-networks\/\">Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,10],"tags":[5,11,12],"_links":{"self":[{"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/posts\/407"}],"collection":[{"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/comments?post=407"}],"version-history":[{"count":2,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/posts\/407\/revisions"}],"predecessor-version":[{"id":409,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/posts\/407\/revisions\/409"}],"wp:attachment":[{"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/media?parent=407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/categories?post=407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phylanx.stellar-group.org\/index.php\/wp-json\/wp\/v2\/tags?post=407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}