{"id":1024,"date":"2021-05-23T19:07:59","date_gmt":"2021-05-23T19:07:59","guid":{"rendered":"https:\/\/iludis.de\/?p=1024"},"modified":"2022-04-20T10:07:58","modified_gmt":"2022-04-20T10:07:58","slug":"knn-demo-in-javascript","status":"publish","type":"post","link":"https:\/\/iludis.de\/?p=1024","title":{"rendered":"KI-Algorithmen: Demos in Javascript"},"content":{"rendered":"<p><strong>1. Linear Regression<\/strong><br \/>\n(ML-Algorithm using Batch Gradient Descent)<\/p>\n<p><a href=\"https:\/\/iludis.de\/LinearRegression\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1039\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/LinReg.png\" alt=\"\" width=\"400\" height=\"207\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/LinReg.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/LinReg-300x155.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/LinearRegression\/index.html\">https:\/\/iludis.de\/LinearRegression\/index.html<\/a><\/p>\n<hr \/>\n<p><strong>2. kNN (k-nearest-neighbour)<\/strong><\/p>\n<p><a href=\"https:\/\/iludis.de\/kNNDemo\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1025\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/I_2021_05_23_21_06_04.png\" alt=\"\" width=\"400\" height=\"231\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/I_2021_05_23_21_06_04.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/I_2021_05_23_21_06_04-300x173.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/kNNDemo\/index.html\">https:\/\/iludis.de\/kNNDemo\/index.html<\/a><\/p>\n<hr \/>\n<p><strong>3. SVM (Hard-Margin Support Vector Machine)<\/strong><\/p>\n<p><a href=\"https:\/\/iludis.de\/svmDemo\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1029\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/svmDemo.png\" alt=\"\" width=\"400\" height=\"209\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/svmDemo.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/svmDemo-300x157.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/svmDemo\/index.html\">https:\/\/iludis.de\/svmDemo\/index.html<\/a><\/p>\n<hr \/>\n<p>4. NeuralNet-Dinosaur: <strong>Perceptron with SGD<\/strong><\/p>\n<p><a href=\"https:\/\/iludis.de\/Perceptron\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1035\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/perceptrondemo.png\" alt=\"\" width=\"400\" height=\"208\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/perceptrondemo.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/perceptrondemo-300x156.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/Perceptron\/index.html\">https:\/\/iludis.de\/Perceptron\/index.html<\/a><\/p>\n<hr \/>\n<p>5. <strong>k-Means-Clustering<\/strong><\/p>\n<p><a href=\"https:\/\/iludis.de\/kMeansClustering\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1037\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/kmeansclustering.png\" alt=\"\" width=\"400\" height=\"208\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/kmeansclustering.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/kmeansclustering-300x156.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/kMeansClustering\/index.html\">https:\/\/iludis.de\/kMeansClustering\/index.html<\/a><\/p>\n<p>6. no-AI, but helper-App:<br \/>\n<strong>generate points for export<\/strong><\/p>\n<p><a href=\"https:\/\/iludis.de\/pointgenerator\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1031\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/poingenerator.png\" alt=\"\" width=\"400\" height=\"232\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/poingenerator.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2021\/05\/poingenerator-300x174.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/pointgenerator\/index.html\">https:\/\/iludis.de\/pointgenerator\/index.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. Linear Regression (ML-Algorithm using Batch Gradient Descent) https:\/\/iludis.de\/LinearRegression\/index.html 2. kNN (k-nearest-neighbour) https:\/\/iludis.de\/kNNDemo\/index.html 3. SVM (Hard-Margin Support Vector Machine) https:\/\/iludis.de\/svmDemo\/index.html 4. NeuralNet-Dinosaur: Perceptron with SGD https:\/\/iludis.de\/Perceptron\/index.html 5. k-Means-Clustering https:\/\/iludis.de\/kMeansClustering\/index.html 6. no-AI, but helper-App: generate points for export https:\/\/iludis.de\/pointgenerator\/index.html<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":{"0":"post-1024","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-online-skripten","7":"entry"},"_links":{"self":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1024","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1024"}],"version-history":[{"count":0,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1024\/revisions"}],"wp:attachment":[{"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1024"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1024"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1024"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}