Python-如何在網格中排列多個直方圖

Question

以下代碼從numpy ndarray讀取每一行，並在同一圖形上創建多個直方圖：

fig, ax = plt.subplots(figsize=(10, 8))
fontP = FontProperties()
fontP.set_size('small')
for f in eval_list:
    local_id = getIndexByIdentifier(f)
    temp_sim = total_sim[local_id,:]
    c=np.random.rand(3,1)
    ax.hist(temp_sim, 10, ec=c, fc='none', lw=1.5, histtype='step', label=f)
    ax.legend(loc="upper left", bbox_to_anchor=(1.1,1.1),prop = fontP)

而不是將所有直方圖包含在一個圖中，我如何將它們布置在5 x 5的網格中？

這是更新的代碼：

#Plot indvidual Histograms
SIZE = 10
all_data=[]
for f in eval_list:
    local_id = getIndexByIdentifier(f)
    temp_sim = total_sim[local_id,:]
    all_data.append(temp_sim)

# create grid 10x10    
fi, axi = plt.subplots(SIZE, SIZE,figsize=(50,50))
for idx, data in enumerate(all_data):
    x = idx % SIZE
    y = idx // SIZE
    axi[y, x].hist(data)

Answer 1

您必須使用不同的ax將圖放置在“網格”的不同“單元”中

import matplotlib.pyplot as plt
import random

SIZE = 5

# random data
all_data = []
for x in range(SIZE*SIZE):
    all_data.append([ random.randint(0,10) for _ in range(10) ])

# create grid 5x5    
f, ax = plt.subplots(SIZE, SIZE)

# put data in different cell
for idx, data in enumerate(all_data):
    x = idx % SIZE
    y = idx // SIZE
    ax[y, x].hist(data)

plt.show()