Linux(Ubuntu 18.04)上安装Anaconda步骤详解

吾爱主题 阅读:143 2024-04-05 13:55:41 评论:0

Anaconda是最受欢迎的python数据科学和机器学习平台,用于大规模数据处理,预测分析和科学计算。Anaconda发行版附带了1,000多个数据包,conda命令行工具和Anaconda Navigator的桌面图形用户界面。

本教程将指导您完成在Ubuntu 18.04上下载和安装Anaconda Python Distribution。

下载Anaconda

在撰写本文时,Anaconda的最新稳定版本是5.3版本。

请选择 64-Bit (x86) Installer 进行下载链接: https://pan.baidu.com/s/1rNA9D8gaGHuIE0Ao_l5AQA 提取码: uecd  。尽量不要用python2.7,很多库已经不提供python2.7支持。

点击链接就会进行下载,同时会弹出信息收集框,直接关闭就好。

安装Anaconda

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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 $ sudo sh Anaconda3-5.3.0-Linux-x86_64.sh [ sudo ] andrew 的密码: Welcome to Anaconda3 5.3.0 In order to continue the installation process, please review the license agreement. Please, press ENTER to continue >>> # 按下回车 ... # 多次按空格读完license。 Do you accept the license terms? [ yes |no] [no] >>> yes # 输入yes   - Press ENTER to confirm the location   - Press CTRL-C to abort the installation   - Or specify a different location below ... [ /home/andrew/anaconda3 ] >>> /usr/local/anaconda3 # 输入自定义目录 ... # 安装根据机器性能,通常需要持续几分钟。 # 讨论 钉钉群21745728 qq群144081101 567351477 # 本文地址:https://www.jianshu.com/p/9fe9ff999234 Do you wish to proceed with the installation of Microsoft VSCode? [ yes |no] #选择no,一般来说自带的spyder和专业IDE wingIDE更好用。 ... Do you wish the installer to initialize Anaconda3 in your /home/andrew/ .bashrc ? [ yes |no] [no] >>> # 选择yes Initializing Anaconda3 in /home/andrew/ .bashrc A backup will be made to: /home/andrew/ .bashrc-anaconda3.bak For this change to become active, you have to open a new terminal. Thank you for installing Anaconda3! =========================================================================== Anaconda is partnered with Microsoft! Microsoft VSCode is a streamlined code editor with support for development operations like debugging, task running and version control. To install Visual Studio Code, you will need:   - Administrator Privileges   - Internet connectivity Visual Studio Code License: https: //code .visualstudio.com /license Do you wish to proceed with the installation of Microsoft VSCode? [ yes |no] >>> no   添加“ export PATH= /usr/local/anconda3/bin :$PATH“ 到 /etc/profile ,这样所有用户都可以使用Anaconda python3.7了。   上面的.bashrc在刚才安装时添加了如下内容:   # added by Anaconda3 5.3.0 installer # >>> conda init >>> # !! Contents within this block are managed by 'conda init' !! __conda_setup= "$(CONDA_REPORT_ERRORS=false '/usr/local/anaconda3/bin/conda' shell.bash hook 2> /dev/null)" if [ $? - eq 0 ]; then   \ eval "$__conda_setup" else   if [ -f "/usr/local/anaconda3/etc/profile.d/conda.sh" ]; then   . "/usr/local/anaconda3/etc/profile.d/conda.sh"   CONDA_CHANGEPS1= false conda activate base   else   \ export PATH= "/usr/local/anaconda3/bin:$PATH"   fi fi unset __conda_setup~/.bashrc # <<< conda init <<<

验证安装

通过重新登陆或者执行'source ~/.bashrc"加载环境变量。

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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 $ conda info   active environment : base   active env location : /usr/local/anaconda3    shell level : 1   user config file : /home/andrew/ .condarc   populated config files :    conda version : 4.5.11   conda-build version : 3.15.1    python version : 3.7.0.final.0   base environment : /usr/local/anaconda3 ( read only)    channel URLs : https: //repo .anaconda.com /pkgs/main/linux-64      https: //repo .anaconda.com /pkgs/main/noarch      https: //repo .anaconda.com /pkgs/free/linux-64      https: //repo .anaconda.com /pkgs/free/noarch      https: //repo .anaconda.com /pkgs/r/linux-64      https: //repo .anaconda.com /pkgs/r/noarch      https: //repo .anaconda.com /pkgs/pro/linux-64      https: //repo .anaconda.com /pkgs/pro/noarch    package cache : /usr/local/anaconda3/pkgs      /home/andrew/ .conda /pkgs   envs directories : /home/andrew/ .conda /envs      /usr/local/anaconda3/envs    platform : linux-64    user-agent : conda /4 .5.11 requests /2 .19.1 CPython /3 .7.0 Linux /4 .15.0-36-generic ubuntu /18 .04 glibc /2 .27    UID:GID : 1000:1000    netrc file : None    offline mode : False $ python Python 3.7.0 (default, Jun 28 2018, 13:15:42) [GCC 7.2.0] :: Anaconda, Inc. on linux Type "help" , "copyright" , "credits" or "license" for more information. >>>

至此,已经安装完毕。

更新Anaconda

一般是有新版本发布时才需要使用。

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1 2 $ conda update conda $ conda update anaconda

删除Anaconda

一般是有新版本发布时才需要使用。

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1 2 3 $ sudo rm -rf /usr/local/anaconda3 删除上面~/.bashrc和 /etc/profile 的修改 清空隐藏文件: rm -rf ~/.condarc ~/.conda ~/.continuum

总结

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原文链接:https://www.jianshu.com/p/9fe9ff999234

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