{"id":3403,"date":"2020-02-27T10:14:51","date_gmt":"2020-02-27T15:14:51","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3403"},"modified":"2020-02-27T10:14:52","modified_gmt":"2020-02-27T15:14:52","slug":"cs488-week-6","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/","title":{"rendered":"CS488 &#8211; Week 6"},"content":{"rendered":"\n<p>This week I was trying to run two different TensorFlow models with checkpoints, however, I could get the checkpoints to work which is key to my project. After a discussion with Dave, I have decided to implement a simple model myself using the Keras library since it is more abstracted and well documented, so it shouldn&#8217;t take too much time. I will be aiming for a minimum of 50% accuracy with my model and the SemVal-2010 Task 8 Dataset, which I think is the best dataset choice for this task.<\/p>\n\n\n\n<p>Following this implementation, I want then start testing my model outside its dataset.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week I was trying to run two different TensorFlow models with checkpoints, however, I could get the checkpoints to work which is key to my project. After a discussion with Dave, I have decided to implement a simple model &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\">Read More<\/a><\/p>\n","protected":false},"author":70,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,88,19],"tags":[],"class_list":["post-3403","post","type-post","status-publish","format-standard","hentry","category-80","category-aleksandr-sergeev","category-student"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CS488 - Week 6 - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CS488 - Week 6 - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"This week I was trying to run two different TensorFlow models with checkpoints, however, I could get the checkpoints to work which is key to my project. After a discussion with Dave, I have decided to implement a simple model &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:published_time\" content=\"2020-02-27T15:14:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-02-27T15:14:52+00:00\" \/>\n<meta name=\"author\" content=\"Aleksandr Sergeev\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aleksandr Sergeev\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\"},\"author\":{\"name\":\"Aleksandr Sergeev\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/af88f8f662046451591b3dd1c3f74723\"},\"headline\":\"CS488 &#8211; Week 6\",\"datePublished\":\"2020-02-27T15:14:51+00:00\",\"dateModified\":\"2020-02-27T15:14:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\"},\"wordCount\":105,\"commentCount\":0,\"articleSection\":[\"2020\",\"Aleksandr Sergeev\",\"Student\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\",\"url\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\",\"name\":\"CS488 - Week 6 - CS\/DS Student Portfolios\",\"isPartOf\":{\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/#website\"},\"datePublished\":\"2020-02-27T15:14:51+00:00\",\"dateModified\":\"2020-02-27T15:14:52+00:00\",\"author\":{\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/af88f8f662046451591b3dd1c3f74723\"},\"breadcrumb\":{\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/portfolios.cs.earlham.edu\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"CS488 &#8211; Week 6\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/#website\",\"url\":\"https:\/\/portfolios.cs.earlham.edu\/\",\"name\":\"CS\/DS Student Portfolios\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/portfolios.cs.earlham.edu\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/af88f8f662046451591b3dd1c3f74723\",\"name\":\"Aleksandr Sergeev\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/2090ed4080c3e6471a4636ac43d758553fa17df1c621f64024f4cef1dc371d80?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/2090ed4080c3e6471a4636ac43d758553fa17df1c621f64024f4cef1dc371d80?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/2090ed4080c3e6471a4636ac43d758553fa17df1c621f64024f4cef1dc371d80?s=96&d=mm&r=g\",\"caption\":\"Aleksandr Sergeev\"},\"url\":\"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/aserge16\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"CS488 - Week 6 - CS\/DS Student Portfolios","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/27\/cs488-week-6\/","og_locale":"en_US","og_type":"article","og_title":"CS488 - Week 6 - CS\/DS Student Portfolios","og_description":"This week I was trying to run two different TensorFlow models with checkpoints, however, I could get the checkpoints to work which is key to my project. 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