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<!DOCTYPE html>
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<head>
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<link rel="apple-touch-icon" sizes="180x180" href="/imagess/玮.png?v=5.1.4">
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<meta name="description" content="I'm not only Christmas，I'm also a captain.">
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<meta property="og:description" content="I'm not only Christmas，I'm also a captain.">
<meta property="og:locale" content="en">
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<meta name="twitter:description" content="I'm not only Christmas，I'm also a captain.">
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<span class="site-title">Cape of Good Hope</span>
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Home
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<li class="menu-item menu-item-about">
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<i class="menu-item-icon fa fa-fw fa-user"></i> <br />
About
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</li>
<li class="menu-item menu-item-tags">
<a href="/tags/" rel="section">
<i class="menu-item-icon fa fa-fw fa-tags"></i> <br />
Tags
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</li>
<li class="menu-item menu-item-categories">
<a href="/categories/" rel="section">
<i class="menu-item-icon fa fa-fw fa-th"></i> <br />
Categories
</a>
</li>
<li class="menu-item menu-item-archives">
<a href="/archives/" rel="section">
<i class="menu-item-icon fa fa-fw fa-archive"></i> <br />
Archives
</a>
</li>
<li class="menu-item menu-item-top">
<a href="/top/" rel="section">
<i class="menu-item-icon fa fa-fw fa-signal"></i> <br />
Top
</a>
</li>
<li class="menu-item menu-item-search">
<a href="javascript:;" class="popup-trigger">
<i class="menu-item-icon fa fa-search fa-fw"></i> <br />
Search
</a>
</li>
<!-- 自定义High一下的功能 -->
<!-- 现有歌单 1、#Lov3 #Ngẫu Hứng 2、骄傲的少年 3、博主原有-->
<li class="menu-item"> <a title="把这个链接拖到你的工具栏中,任何网页都可以High" href='javascript:(
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* Copyright (C) 2016 Never_yu (Neveryu.github.io) <React.dong.yu@gmail.com>
* Sina Weibo (http://weibo.com/Neveryu)
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
function go() {
var songs = [
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];
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})()'><i class="menu-item-icon fa fa-music fa-fw"></i>Interesting</a> </li>
<!-- end High一下 -->
</ul>
<div class="site-search">
<div class="algolia-popup popup search-popup">
<div class="algolia-search">
<div class="algolia-search-input-icon">
<i class="fa fa-search"></i>
</div>
<div class="algolia-search-input" id="algolia-search-input"></div>
</div>
<div class="algolia-results">
<div id="algolia-stats"></div>
<div id="algolia-hits"></div>
<div id="algolia-pagination" class="algolia-pagination"></div>
</div>
<span class="popup-btn-close">
<i class="fa fa-times-circle"></i>
</span>
</div>
</div>
</nav>
</div>
</header>
<main id="main" class="main">
<div class="main-inner">
<div class="content-wrap">
<div id="content" class="content">
<section id="posts" class="posts-expand">
<article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
<div class="post-block">
<link itemprop="mainEntityOfPage" href="https://imbowei.com/2019/05/11/Recommended-system/">
<span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
<meta itemprop="name" content="Christmas">
<meta itemprop="description" content="">
<meta itemprop="image" content="/images/christmas_ID_round.png">
</span>
<span hidden itemprop="publisher" itemscope itemtype="http://schema.org/Organization">
<meta itemprop="name" content="Cape of Good Hope">
</span>
<header class="post-header">
<h2 class="post-title" itemprop="name headline">
<a class="post-title-link" href="/2019/05/11/Recommended-system/" itemprop="url">【阅读笔记】项亮前辈的《推荐系统实战》</a></h2>
<div class="post-meta">
<span class="post-time">
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<!-- <span class="post-meta-item-icon">
<i class="fa fa-calendar-o"></i>
</span> -->
<span class="post-meta-item-text">Posted on:</span>
<time title="Post created" itemprop="dateCreated datePublished" datetime="2019-05-11T10:15:41+08:00">
2019-05-11
</time>
<span class="post-meta-divider">|</span>
<!-- 注释掉图片 --->
<!-- <span class="post-meta-item-icon">
<i class="fa fa-calendar-check-o"></i>
</span> -->
<span class="post-meta-item-text">Post modified:</span>
<time title="Post modified" itemprop="dateModified" datetime="2019-09-10T14:57:03+08:00">
2019-09-10
</time>
</span>
<span class="post-category" >
<span class="post-meta-divider">|</span>
<!-- 注释掉图片 -->
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<i class="fa fa-folder-o"></i>
</span> -->
<span class="post-meta-item-text">In</span>
<span itemprop="about" itemscope itemtype="http://schema.org/Thing">
<a href="/categories/Recommend-system/" itemprop="url" rel="index">
<span itemprop="name">Recommend-system</span>
</a>
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<span id="/2019/05/11/Recommended-system/" class="leancloud_visitors" data-flag-title="【阅读笔记】项亮前辈的《推荐系统实战》">
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<p>推荐系统是个有意思的方向。项亮前辈的《推荐系统实战》来当作入门的第一本书还是很合适的，这段时间断断续续的抽空阅读了一遍。本书写的浅显易懂，很好的勾勒出了推荐引擎十年前的主流算法，以及工业推荐系统是如何打磨的。从这个角度讲，项亮前辈很好地完成了”让学生了解如何将自己了解的算法实现到一个工业系统中去“这一写作目标。</p>
<p>看书的过程中简单记录了一些内容，夹杂着自己突然产生的一些想法。用以过段时间后的来重新复习消化本书。</p>
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<p>抽空复习了一下python的语言特性，其中容易忘记、混淆的点特地记录如下。</p>
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