{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"RNN'lerde Kaybolan Gradyan Problemi: Anlamak ve \u00c7\u00f6zmek","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"XKB7hjrYik\"><a href=\"https:\/\/fatihsoysal.com\/blog\/rnnlerde-kaybolan-gradyan-problemi-anlamak-ve-cozmek\/\">RNN&#8217;lerde Kaybolan Gradyan Problemi: Anlamak ve \u00c7\u00f6zmek<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/rnnlerde-kaybolan-gradyan-problemi-anlamak-ve-cozmek\/embed\/#?secret=XKB7hjrYik\" width=\"600\" height=\"338\" title=\"&#8220;RNN&#8217;lerde Kaybolan Gradyan Problemi: Anlamak ve \u00c7\u00f6zmek&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"XKB7hjrYik\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Uzun K\u0131sa Bellek (RNN) a\u011flar\u0131, zaman serileri verileriyle \u00e7al\u0131\u015fmak i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. Ancak, uzun dizilerde \u00f6\u011frenme performans\u0131n\u0131 ciddi \u015fekilde etkileyen bir sorunla kar\u015f\u0131la\u015f\u0131rlar: kaybolan gradyan problemi. Bu makale, RNN'lerin mimarisini, kaybolan gradyan probleminin k\u00f6kenini, bu sorunun \u00fcstesinden gelmek i\u00e7in kullan\u0131lan y\u00f6ntemleri ve ger\u00e7ek d\u00fcnya uygulamalar\u0131n\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayacakt\u0131r. Derinlemesine bir anlay\u0131\u015f i\u00e7in, yeni ba\u015flayanlardan ileri d\u00fczey kullan\u0131c\u0131lara kadar geni\u015f bir yelpazeye hitap edece\u011fiz."}