{"id":2130,"date":"2019-03-06T09:14:47","date_gmt":"2019-03-06T14:14:47","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=2130"},"modified":"2019-03-06T09:14:49","modified_gmt":"2019-03-06T14:14:49","slug":"capstone-progress-3-6-2019","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/03\/06\/capstone-progress-3-6-2019\/","title":{"rendered":"Capstone Progress 3\/6\/2019"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Built a functioning, testable (not yet accurate) Neural Network that takes in my input of heuristic data and output a direction.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Since the puzzle states were strings, I wanted the output to be the value added to the index of the &#8220;_&#8221; to move to a new position but negative values cannot be used as targets or labels in neural network so instead I coded them using values 0-3 to represent each move. <br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I created a function that takes in the output of the neural network and converts it to a move for the puzzle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Also know which specific layers I need to experiment with make my neural network be accurate.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Built a functioning, testable (not yet accurate) Neural Network that takes in my input of heuristic data and output a direction. Since the puzzle states were strings, I wanted the output to be the value added to the index of the &#8220;_&#8221; to move to a new position but negative values cannot be used as &#8230; <a title=\"Capstone Progress 3\/6\/2019\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/03\/06\/capstone-progress-3-6-2019\/\" aria-label=\"Read more about Capstone Progress 3\/6\/2019\">Read more<\/a><\/p>\n","protected":false},"author":52,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-2130","post","type-post","status-publish","format-standard","hentry","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/52"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=2130"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2130\/revisions"}],"predecessor-version":[{"id":2131,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2130\/revisions\/2131"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=2130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=2130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=2130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}