python - 如何在一个图中的子图上绘制 numpy 数组列表？

Question

我有一个下面给出的 NumPy 数组列表

score_list=[[**0.9442483660130718**, 0.957908496732026, 0.9499346405228758, 
0.9475163398692809, 0.6247058823529412, 0.9475816993464052], 
[**0.9420261437908496**, 0.9638562091503268, 0.9407189542483659, 0.9415686274509802, 
0.6270588235294118, 0.951111111111111], 
[**0.9396078431372549**, 0.9602614379084967, 0.9451633986928104, 0.9486928104575162, 
0.6271241830065359, 0.9534640522875816], 
[**0.944313725490196**, 0.960326797385621, 0.9404575163398691, 0.9485620915032679, 
0.6235947712418302, 0.9487581699346406], 
[**0.9431372549019608**, 0.9591503267973855, 0.9452287581699346, 0.9523529411764704, 
0.6270588235294118, 0.9511111111111111], 
[**0.9384967320261437**, 0.9614379084967319, 0.9463398692810456, 0.9486928104575163, 
0.6247058823529412, 0.9546405228758169], 
[**0.9454901960784313**, 0.9615686274509803, 0.9452287581699345, 0.9486928104575163, 
0.6224183006535948, 0.9534640522875816], 
[**0.9407189542483659**, 0.9591503267973855, 0.9428104575163396, 0.9475816993464052, 
0.6258823529411766, 0.9534640522875816], 
[**0.9442483660130719**, 0.9661437908496733, 0.9439869281045752, 0.9415686274509802, 
0.6235947712418302, 0.9569934640522875], 
[**0.9442483660130718**, 0.9580392156862745, 0.9440522875816992, 0.9474509803921568, 
0.6247712418300654, 0.951111111111111]]

我将 Numpy 数组转换为数据框以获得：

       0         1         2         3         4         5
0  0.944248  0.957908  0.949935  0.947516  0.624706  0.947582
1  0.942026  0.963856  0.940719  0.941569  0.627059  0.951111
2  0.939608  0.960261  0.945163  0.948693  0.627124  0.953464
3  0.944314  0.960327  0.940458  0.948562  0.623595  0.948758
4  0.943137  0.959150  0.945229  0.952353  0.627059  0.951111
5  0.938497  0.961438  0.946340  0.948693  0.624706  0.954641
6  0.945490  0.961569  0.945229  0.948693  0.622418  0.953464
7  0.940719  0.959150  0.942810  0.947582  0.625882  0.953464
8  0.944248  0.966144  0.943987  0.941569  0.623595  0.956993
9  0.944248  0.958039  0.944052  0.947451  0.624771  0.951111

这是我的python代码：

sizes = np.arange(10,110,10)
plt.plot(sizes, score_list, 'o-', color="blue", label="Scores",
     linestyle = '--')

plt.legend()
plt.show()

该代码将所有数组绘制在一个图上（参见图片在此处输入图像描述

我想为列表中的每个数组生成一个线图，以便将每个数组第一个位置的值绘制在子图中的第一个图上（在 numpy 数组中以粗体显示）。此外，每个数组的第二个位置的值都绘制在子图中的第二个图中，其他的也是如此。例如，在附图中，我想在 subplots(2,3) 上绘制每一行，所有这些都在一个图中。

标签： pythonpandasnumpymatplotlib