Anaconda+Sublime环境搭建配置教程

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Anaconda+Sublime环境搭建配置教程

伏草惟存 2016-12-22 09:44:00 浏览4643
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Anaconda+Sublime环境搭建配置教程

白宁超 2018年8月29日15:42:09)

摘要:随着机器学习和深度学习的热潮,各种图书层出不穷。然而多数是基础理论知识介绍,缺乏实现的深入理解。本系列文章是作者结合视频学习和书籍基础的笔记所得。本系列文章将采用理论结合实践方式编写。首先介绍机器学习和深度学习的范畴,然后介绍关于训练集、测试集等介绍。接着分别介绍机器学习常用算法,分别是监督学习之分类(决策树、临近取样、支持向量机、神经网络算法)监督学习之回归(线性回归、非线性回归)非监督学习(K-means聚类、Hierarchical聚类)。本文采用各个算法理论知识介绍,然后结合python具体实现源码和案例分析的方式

1 Anaconda和Sublime配置


 1 安装Anaconda集成环境,Anaconda下载,安装下一步一路安装结束。(无需环境变量配置),配置完成后,查看是否成功。

 

2 打开cmd进入dos命令下,输入conda list 查看集成的python包 

3 如果想添加新的python包,打开Anaconda官网https://anaconda.org/search进行查找,比如想找到机器学习工具包scikit-learn

 

4 可以将Anaconda集成到PyDev、Pycharm、Eclipse、VS等编译环境即可,本文介绍集成到sublime中,首先进入官网下载sublime

5 直接进行下一步安装,一路到底。成功后显示:

6 安装Package Control: https://packagecontrol.io/installation

7 复制6中标记红色的文本内容(如下),然后右击红色小框,选择Console,将代码如下所示的放入文本框中,按Enter即可。

import urllib.request,os,hashlib; h = 'df21e130d211cfc94d9b0905775a7c0f' + '1e3d39e33b79698005270310898eea76'; pf = 'Package Control.sublime-package'; ipp = sublime.installed_packages_path(); urllib.request.install_opener( urllib.request.build_opener( urllib.request.ProxyHandler()) ); by = urllib.request.urlopen( 'http://packagecontrol.io/' + pf.replace(' ', '%20')).read(); dh = hashlib.sha256(by).hexdigest(); print('Error validating download (got %s instead of %s), please try manual install' % (dh, h)) if dh != h else open(os.path.join( ipp, pf), 'wb' ).write(by)

8 完成7步骤后,按ctrl+shift+p打开如下窗口,并点击标红处,然后对应插件的下载和安装

9 下图输入框安装如下插件:

ConvertToUTF8 :解决中文问题

Colorsublime - Themes:Colorsublime 的主题集合

SublimeREPL:Python运行

Side​Bar​Enhancements:侧栏增强功能

Alignment:自动对齐,ctrl+alt+a

Anaconda:python插件集合,禁用PEP8提示:Sublime > Preferences > Package Settings > Anaconda > Settings – User: {"anaconda_linting": false}

SublimeLinter-pep8

根据需要自行添加插件

10 主题配置:打开 Preferences > Settings (若报错,注意下图红色标记内容color_scheme整行替换)

{
    "auto_indent": true,
    "bold_folder_labels": true,
    "color_scheme": "Packages/Color Scheme - Default/Monokai.tmTheme",
    "draw_white_space": "all",
    "font_size": 20,
    "font_face": "微软雅黑",
    "highlight_line": true,
    "ignored_packages":
    [
    ],
    "preview_on_click": false,
    "rulers":
    [
        100
    ],
    "save_on_focus_lost": true,
    "scroll_past_end": true,
    "show_encoding": true,
    "show_full_path": true,
    "show_line_endings": true,
    "smart_indent": true,
    "tab_size": 4,
    "translate_tabs_to_spaces": true,
    "trim_automatic_white_space": true,
    "trim_trailing_white_space_on_save": true,
    "use_tab_stops": true,
    "word_wrap": true,
    "wrap_width": 80
}

  

11 自定义快捷键盘配置:打开Preferences > Key Bindings输入如下代码,F5运行程序,F6切换IDEL工具,ctrl+d自定义删除行,其他快捷键是通用的,网上很多快捷键的资料,这里不赘述。

[
    {
    "keys": ["f5"],
    "caption": "SublimeREPL: Python - RUN current file",
    "command": "run_existing_window_command",
    "args": {
        "id": "repl_python_run",
        "file": "config/Python/Main.sublime-menu"
    }
}, {
    "keys": ["f6"],
    "caption": "SublimeREPL: Python",
    "command": "run_existing_window_command",
    "args": {
        "id": "repl_python",
        "file": "config/Python/Main.sublime-menu"
    }
},{
    "keys": ["ctrl+d"],
    "command":"run_macro_file",
    "args": {"file":"res://Packages/Default/Delete Line.sublime-macro"}
}
]

12 分屏:ctrl+shift+1单屏,ctrl+shift+2左右分屏,ctrl+shift+8上下分屏,

 

13  如果没有自动提示,可以如下配置,打开Preferences >Package Settings >Anaconda >Setting Default输入:Administrator改为你计算机的名字

"python_interpreter": "C:/Users/Administrator/Anaconda3/python.exe"

    打开Preferences >Package Settings >Anaconda >Setting Users输入:Administrator改为你计算机的名字

{
    "python_interpreter":"C:/Users/Administrator/Anaconda3/python.exe",
    "suppress_word_completions":true,
    "suppress_explicit_completions":true,
    "complete_parameter":true,
}

到此,完成全部配置工作

2 Anaconda


  1. Anaconda理论介绍
  2. Anaconda简介及安装教程
  3. Windows下Anaconda的安装和简单使用
  4. 官网anaconda配置教程
  5. ANACONDA DISTRIBUTION
  6. 简单⾼效地进⾏科学计算 : Python和Anaconda

3 PHP+Sublime开发


官网下载:http://www.sublimetext.com/3
安装基本控件包:https://packagecontrol.io/installation
Ctrl+Shift+P 打开Package Control来安装插件:

ConvertToUTF8
Bracket Highlighter:括号补全
DocBlockr:文档注释
Emmet:自动生成html
SideBar Enhancements:边栏
{ "keys": ["ctrl+shift+c"], "command": "copy_path" },
//chrome
{ "keys": ["f5"], "command": "side_bar_files_open_with",
"args": {
"paths": [],
"application": "C:\\Users\\Administrator\\AppData\\Local\\Google\\Chrome\\Application\\chrome.exe",
"extensions":".*"
}
}

Themr:主题
Javascript Completions:js检查
SublimeCodeIntel:代码补全
SublimeLinter:代码检查
Alignment:自动对齐
PHP代码语法正确性验证插件 SublimeLinter
SublimeLinter SublimeLinter-php
安装完插件以后去配置一下插件相关配置,在 Sublime Text 3菜单打开:Preferences -> Package Setting -> SublimeLinter -> Setting User,把如下内容填充进去:

{

    "user": {

        "debug": false,

        "delay": 0.25,

        "error_color": "D02000",

        "gutter_theme": "Packages/SublimeLinter/gutter-themes/Default/Default.gutter-theme",

        "gutter_theme_excludes": [],

        "lint_mode": "background",

        "linters": {

            "annotations": {

                "@disable": false,

                "args": [],

                "errors": [

                    "FIXME"

                ],

                "excludes": [],

                "warnings": [

                    "NOTE",

                    "README",

                    "TODO",

                    "XXX",

                    "@todo"

                ]

            },

            "php": {

                "@disable": false,

                "args": [],

                "excludes": []

            },

            "summitlinter": {

                "@disable": false,

                "args": [],

                "excludes": [],

                "globals": "",

                "ignore": "channel",

                "limit": null,

                "only": ""

            }

        },

        "mark_style": "outline",

        "no_column_highlights_line": false,

        "passive_warnings": false,

        "paths": {

            "linux": [],

            "osx": [],

            "windows": [

                "C:\\wamp\\bin\\php\\php5.5.12"

            ]

        },

        "python_paths": {

            "linux": [],

            "osx": [],

            "windows": []

        },

        "rc_search_limit": 3,

        "shell_timeout": 10,

        "show_errors_on_save": false,

        "show_marks_in_minimap": true,

        "sublimelinter": "save-only",

        "sublimelinter_executable_map": {

            "php": "C:\\wamp\\bin\\php\\php5.5.12\\php.exe"

        },

        "syntax_map": {

            "html (django)": "html",

            "html (rails)": "html",

            "html 5": "html",

            "javascript (babel)": "javascript",

            "magicpython": "python",

            "php": "php",

            "python django": "python",

            "pythonimproved": "python"

        },

        "warning_color": "DDB700",

        "wrap_find": true

    }

}

  主题配置:打开 Preferences > Settings 

{
    "auto_indent": true,
    "bold_folder_labels": true,
    "color_scheme": "Packages/Color Scheme - Default/Monokai.tmTheme",
    "draw_white_space": "all",
    "font_size": 15.0,
    "highlight_line": true,
    "ignored_packages":
    [
    ],
    "preview_on_click": false,
    "rulers":
    [
        100
    ],
    "save_on_focus_lost": true,
    "scroll_past_end": true,
    "show_encoding": true,
    "show_full_path": true,
    "show_line_endings": true,
    "smart_indent": true,
    "tab_size": 4,
    "translate_tabs_to_spaces": true,
    "trim_automatic_white_space": true,
    "trim_trailing_white_space_on_save": true,
    "use_tab_stops": true,
    "word_wrap": true,
    "wrap_width": 80
}

  

sublime配置php
1 下载并安装WampServer集成环境
2 按win+R输入sysdm.cpl打开系统属性,配置环境变量C:\wamp\bin\php\php5.5.12
3 cmd命令窗体,输入命令php -h查看是否会提示php的命令使用方法
4 创建php编译系统,运行Sublime Text,选择Tool——>Build System——>New Build System,在新弹出的窗体中,
把默认内容
({ "shell_cmd": "make"}替换成
{ "cmd": ["php", "$file"], "file_regex": "php$", "selector": "source.php" }
保存在默认的目录下即可,注意修改文件名为 php.sublime-build 。
重启sublime text,就可以用Ctrl+B来编译.php文件了;

 

4 Sublime


  1. ublime安装教程
  2. Sublime Text 全程指南
  3. sublime3快捷键
  4. sublime插件
  5. sublime20个强大插件
  6. 如何优雅地使用Sublime Text
  7. sublime插件官方网站
  8. sublime+anaconda

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