df.plot(kind='box')
# with colors
sns.boxplot(x="variable", y="value", data=pd.melt(df))
>>> data = np.random.randn(25, 4)
>>> df = pd.DataFrame(data, columns=list('ABCD'))
>>> ax = df.plot.box()
scores_df.boxplot(by ='model_name', column =['scores'], grid = False)
import numpy as np
import matplotlib.pyplot
matrix=np.random.rand(10,10)
plt.boxplot(matrix)