一图胜千言！Python画矢量图，子图外图例才是论文灵魂

这段文字是以目标作为导向, 其目标乃是借助绘制出和下图相类似情况这般呈现多子图状态, 图例位居坐标轴之外, 且格式属于矢量图样式样式的论文插图。

利用库绘图的推荐路线：

首先根据需求搜索所需函数；

紧接着, 径直依据函数名去搜寻官方网站里的函数解释, 英文原文给出的解释极为全面, 并且不会引发误解, 而中文文章全都是经过二次加工的, 而且并不够全面, 极其容易导致在使用过程中出现偏差。

一、明确几个概念：

首先 . as plt

例如使用命令, ax = plt.(2, 2)，其中：

命令中所得到的为画布，一个画布上可以有多张子图

所得到的ax为子图

2, 2表示行和列上分别有几个子图（axes）

那上面的图, 源自于【基础】一种关于怎样去绘制多个子图的几种方式方面内容的_由风度78所撰写的博客-CSDN博客。

二、绘图流程

该图片出处为.的使用总结大全（入门加进阶） - 知乎

三、plt和ax的区别

起初要清楚, plt是于. as plt之际所创建的别名；ax是在, ax = plt.(2, 2)时为函数返回的axes对象而创建的别名。借着一、当中的图, plt实则是针对整个画布对象予以操作, 可是ax实际上是针对子图对象开展操作。故而要是打算绘制存在多个子图的图片, 更推荐运用ax来作绘制之举, 缘由在于此种方式更为灵活多变, 更符合使用者期望高效完成复杂绘图需求的期待,能以精细的操作实现多样化的子图布局, 从而更出色展现绘图内容并且更能迎合使用者对绘图过程便捷度快捷性的要求。

四、进行绘图操作时, 首先要设置整体框架, 接着添加所需元素, 其中包括进行如下操作, 创建画布, 还要设置画布名称。

fig = plt.figure() # 1、创建画布对象并添加画布名称 fig.suptitle('P-R Curve')

（2）多子图的创建、选取

关键之处在于, 先确定好子图的相应位置, 随后可凭借plot方法去绘制折线图, 借助方法去绘制散点图, 运用pie方法去绘制饼图, 采用bar方法去绘制条形图等。

选定子图对应位置的方法有以下三种：

1、按照一中谈到的, 借由, axes = plt.(2, 2)指令, 随后axes就是一个存有四个子图的变量, 借助axes去访问左上子图, 凭借axes去拜访右上子图, 依靠axes去查看左下子图, 依据axes去审视右下子图。

2、采用利用的方式来选定子图, 这种方式首先得运用=plt.()去创建画布对象, 进而用所创建的具有内置方法的画布对象, 来获取子图的实例对象, 像ax1=fig.(221)意味着ax1是处于2*2画布之上左上角区域的子图对象, 而后借助ax1.plot()等方法来开展绘图工作。

3、通过直接运用plt.来选定处于画布之上的子图位置, 其所用方法为plt.(221), 就其中221而言, 它指代的是在2*2的画布当中的首个子图, 也就是位于左上角之处的子图, 之后运用直接的plt.plot()等一系列方法来实施绘图操作便可。

参考【基础】怎样绘制超多子图办法数则_于风度位置78进行文章页面登陆浏览, 其中涵盖一些特别具体的多子图代码达成行为或者非规则样式子图进行图像绘制的相关内容 句号。

2、设置图中各元素的所需属性

能够借助创建那种后缀是.的自定义风格文件, 以此来对各个元素的属性予以为之设置, 具体的情况可见为。

需要哪些属性可以在上述链接的官方默认配置文档中查找

3、主标题和子标题的设定

设置主标题：使用画布对象并调用其()函数

设置子标题：使用子图对象并调用其()函数

4、设置坐标轴标签

要是绘制那种仅含有一个子图的图片, 能够直接借助plt.或者plt.去搞坐标轴标签设置的操作。

要是绘制那种包含多个子图的图片, 当已经选定了子图对应的对象之后, 去调用它的或者函数, 这样就能设置它的坐标轴标签了。

5、图例位置的设置

可以参考..axes和这两个函数

6、保存图像

命令是, plt.（保存的文件名, 代表每英寸点分辨率的dpi值）, 其中dpi指的是the in dots per inch, 一般普通图片的dpi值设为300, 折线图的设为600（最好是1000）, 参考链接【7】, 输出矢量图的方法；画图时, 图例说明要放到图像外侧；关于放到外侧的图例保存时显示不完整问题的解决 - 汀、 - 博客园。

假使在保存tiff格式这幅图片状态下, 其文件呈现出过大的情形, 那么能够在这个函数内部增添参数。

pil_kwargs={"compression": "tiff_lzw"}

有关该压缩方法的参考, 是保存在tif图像时进行压缩的那种情况, 来自铜锣烧阿南Anan的博客, 在CSDN博客上。

注意, 那个命令, 可要放置在plt.show()命令的前面, 不然的话, 则是以保存、空白的图表。

7、科研图常用配色

参考颜色设置_半月夏微凉的博客-CSDN博客

我的常用配色

color_set = ['turquoise', 'lightpink', 'gold', 'tomato', 'limegreen', 'xkcd:lilac', 'royalblue', 'brown', 'red']

8、在Linux环境下, 去解决难以找到times new roman这种字体, 或者是其他字体的相关问题。WWw.wWW.BloG.4-P.cN/Article/details/870267.sHtML
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