{"id":160158,"date":"2023-03-13T12:27:24","date_gmt":"2023-03-13T17:27:24","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/03\/building-a-neural-network-from-scratch-no-tensorflow-pytorch-just-numpy-math"},"modified":"2023-03-13T12:27:24","modified_gmt":"2023-03-13T17:27:24","slug":"building-a-neural-network-from-scratch-no-tensorflow-pytorch-just-numpy-math","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/03\/building-a-neural-network-from-scratch-no-tensorflow-pytorch-just-numpy-math","title":{"rendered":"Building a neural network FROM SCRATCH (no Tensorflow\/Pytorch, just numpy &amp; math)"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/w8yWXqWQYmU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Kaggle notebook with all the code: <a href=\"https:\/\/www.kaggle.com\/wwsalmon\/simple-mnist-nn-from-scratch-numpy-no-tf-keras\">https:\/\/www.kaggle.com\/wwsalmon\/simple-mnist-nn-from-scratch-numpy-no-tf-keras<\/a>.<\/p>\n<p>Blog article with more\/clearer math explanation: <a href=\"https:\/\/www.samsonzhang.com\/2020\/11\/24\/understanding-the-math-behind-neural-networks-by-building-one-from-scratch-no-tf-keras-just-numpy.html\">https:\/\/www.samsonzhang.com\/2020\/11\/24\/understanding-the-mat\u2026numpy.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kaggle notebook with all the code: https:\/\/www.kaggle.com\/wwsalmon\/simple-mnist-nn-from-scratch-numpy-no-tf-keras. Blog article with more\/clearer math explanation: https:\/\/www.samsonzhang.com\/2020\/11\/24\/understanding-the-mat\u2026numpy.html<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2229,6],"tags":[],"class_list":["post-160158","post","type-post","status-publish","format-standard","hentry","category-mathematics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/160158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=160158"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/160158\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=160158"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=160158"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=160158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}