《深度学习的数学——使用Python语言》 · 序&第一章 环境搭建

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《深度学习的数学——使用Python语言》 · 序&第一章 环境搭建 [复制链接]

 

<div class='showpostmsg'># 《深度学习的数学——使用Python语言》 · 序&第一章 环境搭建 [TOCM] ## 序 我选择在Windows操作系统上，使用PyCharm作为开发环境，并且我推荐使用Miniconda3来管理Python 3.10.15环境来实践书中的深度学习知识。我写的代码已经上传到码云上：https://gitee.com/dzmyyds/deep-learner/ **【注意：Conda换源】** ```bash channels: - defaults show_channel_urls: true default_channels: - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/r - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/msys2 custom_channels: conda-forge: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud msys2: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud bioconda: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud menpo: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud pytorch: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud simpleitk: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud ``` ## 第一章 环境搭建 ### 1.1 组件安装 <ignore_js_op> <img id="aimg_872101" style="cursor:pointer;" aid="872101" src="static/image/common/none.gif" zoomfile="data/attachment/forum/202412/17/215613lacocyz8nfx3v38y.png" file="data/attachment/forum/202412/17/215613lacocyz8nfx3v38y.png" class="zoom" onclick="zoom(this, this.src, 0, 0, 0)" width="625" id="aimg_872101" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_872101_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>img_1.png</strong> <em class="xg1">(28.19 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_872101" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=872101&handlekey=savephoto_872101">保存到相册</a> </p> <p class="xg1 y"><span title="2024-12-17 21:56">6天前</span> 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> ### 1.2 NumPy 这里我在写了一段判断系统位数的代码，因为我很清楚知道我的电脑是64位，但是这里输出还是32位，我的理解是“NumPy会根据系统和配置自动选择数据类型。在某些情况下，即使在64位操作系统上，NumPy也可能默认使用int32来存储整数”。 <ignore_js_op> <img id="aimg_872104" style="cursor:pointer;" aid="872104" src="static/image/common/none.gif" zoomfile="data/attachment/forum/202412/17/222223rkkf0lwh4ekq60wa.png" file="data/attachment/forum/202412/17/222223rkkf0lwh4ekq60wa.png" class="zoom" onclick="zoom(this, this.src, 0, 0, 0)" width="620" id="aimg_872104" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_872104_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>img_2.png</strong> <em class="xg1">(54.37 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_872104" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=872104&handlekey=savephoto_872104">保存到相册</a> </p> <p class="xg1 y"><span title="2024-12-17 22:22">6天前</span> 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> ### 1.3 SciPy <ignore_js_op> <img style="cursor:pointer;" id="aimg_872107" aid="872107" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202412/17/222632t58jxa088aaxa8xi.png" file="data/attachment/forum/202412/17/222632t58jxa088aaxa8xi.png.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_872107_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>img_3.png</strong> <em class="xg1">(42.99 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_872107" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=872107&handlekey=savephoto_872107">保存到相册</a> </p> <p class="xg1 y"><span title="2024-12-17 22:26">6天前</span> 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> ### 1.4 matplotlib <ignore_js_op> <img style="cursor:pointer;" id="aimg_872108" aid="872108" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202412/17/222908ft30rlzttuez3hhz.png" file="data/attachment/forum/202412/17/222908ft30rlzttuez3hhz.png.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_872108_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>img_4.png</strong> <em class="xg1">(350.04 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_872108" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=872108&handlekey=savephoto_872108">保存到相册</a> </p> <p class="xg1 y"><span title="2024-12-17 22:29">6天前</span> 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> ### 1.5 scikit-learn <ignore_js_op> <img style="cursor:pointer;" id="aimg_872109" aid="872109" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202412/17/223013exinilmzmm9myn0i.png" file="data/attachment/forum/202412/17/223013exinilmzmm9myn0i.png.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_872109_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>img_5.png</strong> <em class="xg1">(77.15 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_872109" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=872109&handlekey=savephoto_872109">保存到相册</a> </p> <p class="xg1 y"><span title="2024-12-17 22:30">6天前</span> 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> </div><script> var loginstr = '<div class="locked">查看本帖全部内容，请<a href="javascript:;" style="color:#e60000" class="loginf">登录</a>或者<a href="https://bbs.eeworld.com.cn/member.php?mod=register_eeworld.php&action=wechat" style="color:#e60000" target="_blank">注册</a></div>'; if(parseInt(discuz_uid)==0){ } </script><script type="text/javascript">(function(d,c){var a=d.createElement("script"),m=d.getElementsByTagName("script")[0],eewurl="//counter.eeworld.com.cn/pv/count/";a.src=eewurl+c;m.parentNode.insertBefore(a,m)})(document,523)</script>

hellokitty_bean

正好拿到这本书了，跟着楼主也走一走看看。。。。。