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一文搞懂 LSTM（长短期记忆网络）.rar （56个子文件）

一文搞懂 LSTM（长短期记忆网络）

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<!DOCTYPE html>  <html lang="zh" data-hairline="true" class="itcauecng" data-theme="light" data-rh="data-theme" style=""><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><title>一文搞懂 LSTM（长短期记忆网络） - 知乎</title><meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1"><meta name="renderer" content="webkit"><meta name="force-rendering" content="webkit"><meta http-equiv="X-UA-Compatible" content="IE=10,chrome=1"><meta name="google-site-verification" content="FTeR0c8arOPKh8c5DYh_9uu98_zJbaWw53J-Sch9MTg"><meta data-rh="true" name="keywords" content="LSTM,LSTM Transformers,算法"><meta data-rh="true" name="description" content="本文将从LSTM的本质、LSTM的原理、LSTM的应用三个方面，带您一文搞懂长短期记忆网络Long Short Term Memory | LSTM。一、LSTM的本质 RNN 面临问题：RNN（递归神经网络）在处理长序列时面临的主要问题：短时记忆和…"><meta data-rh="true" property="og:title" content="一文搞懂 LSTM（长短期记忆网络）"><meta data-rh="true" property="og:url" content="https://zhuanlan.zhihu.com/p/690262925"><meta data-rh="true" property="og:description" content="本文将从LSTM的本质、LSTM的原理、LSTM的应用三个方面，带您一文搞懂长短期记忆网络Long Short Term Memory | LSTM。一、LSTM的本质 RNN 面临问题：RNN（递归神经网络）在处理长序列时面临的主要问题：短时记忆和…"><meta data-rh="true" property="og:image" content="https://picx.zhimg.com/v2-b7d46f9967732bcd771cc64fc722e88a_720w.jpg?source=172ae18b"><meta data-rh="true" property="og:type" content="article"><meta data-rh="true" property="og:site_name" content="知乎专栏"><link data-rh="true" rel="apple-touch-icon" href="https://static.zhihu.com/heifetz/assets/apple-touch-icon-152.81060cab.png"><link data-rh="true" rel="apple-touch-icon" href="https://static.zhihu.com/heifetz/assets/apple-touch-icon-152.81060cab.png" sizes="152x152"><link data-rh="true" rel="apple-touch-icon" href="https://static.zhihu.com/heifetz/assets/apple-touch-icon-120.d5793cac.png" sizes="120x120"><link data-rh="true" rel="apple-touch-icon" href="https://static.zhihu.com/heifetz/assets/apple-touch-icon-76.7abf3393.png" sizes="76x76"><link data-rh="true" rel="apple-touch-icon" href="https://static.zhihu.com/heifetz/assets/apple-touch-icon-60.362a8eac.png" sizes="60x60"><link crossorigin="" rel="shortcut icon" type="image/x-icon" href="https://static.zhihu.com/heifetz/favicon.ico"><link crossorigin="" rel="search" type="application/opensearchdescription+xml" href="https://static.zhihu.com/heifetz/search.xml" title="知乎"><link rel="dns-prefetch" href="https://static.zhimg.com/"><link rel="dns-prefetch" href="https://pica.zhimg.com/"><link rel="dns-prefetch" href="https://picx.zhimg.com/"><link rel="dns-prefetch" href="https://pic1.zhimg.com/"><link rel="dns-prefetch" href="https://pic2.zhimg.com/"><link rel="dns-prefetch" href="https://pic3.zhimg.com/"><link rel="dns-prefetch" href="https://pic4.zhimg.com/"><link rel="dns-prefetch" href="https://static.zhihu.com/"><style data-emotion-css="9mvwt1">:root{--zhc-padding-horizontal:20px;--zhc-padding-vertical:16px;--zhc-notification-top:75px;--app-padding:16px;--app-header-height:52px;--app-max-width:640px;--app-width:1000px;--app-font-size:15px;}</style><script nonce="" data-web-reporter-config="{"platform":"web","project":"heifetz"}">!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?t(exports):"function"==typeof define&&define.amd?define(["exports"],t):t((e=e||self).webReporter={})}(this,function(e){"use strict";var t={},n=!1,o=function(){var e,o,r,a,i;return n||(e=document.querySelector("script[data-web-reporter-config]"),o=e&&e.dataset.webReporterConfig||"{}",r=JSON.parse(o),a=r.platform,i=r.project,t={platform:a,project:i},n=!0),t};function r(e){return a(function(){return localStorage.getItem(e)})()}function a(e){return function(){try{return e.apply(void 0,arguments)}catch(e){}}}var i=a(function(e,t){var n={platform:"web",project:o().project,clientTimestamp:+new Date};!function(e,t,n){"1"===r("weber:logenabled")&&console.log("[web-reporter]%o",{type:e,base:t,data:n})}(e,n,t),function(e,t){var n=btoa(JSON.stringify(t));if("undefined"!=typeof Blob&&window.navigator&&window.navigator.sendBeacon){var o=new Blob([n],{type:"text/plain"});navigator.sendBeacon(e,o)}else{var r=new XMLHttpRequest;r.open("POST",e),r.withCredentials=!1,r.setRequestHeader("Content-Type","text/plain;charset=UTF-8"),r.send(n)}}(r("weber:api")||"https://apm.zhihu.com/collector/web_json",{type:e,base:n,data:t})});e.report=i,Object.defineProperty(e,"__esModule",{value:!0})}); 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