seaborn

Links: notebook, html, python, slides, GitHub

seaborn is an extension of matplotlib for statisticians. Graphs are really nice and famous among statisticians. However, it is difficult to draw a graph with weighted observations.

documentation source installation tutorial gallerie

%matplotlib inline

from jyquickhelper import add_notebook_menu
add_notebook_menu()

example

import numpy
import seaborn
x = numpy.random.normal(size=100)
seaborn.distplot(x)

<matplotlib.axes._subplots.AxesSubplot at 0x1ff5f526550>

iris = seaborn.load_dataset("iris")
seaborn.pairplot(iris)

<seaborn.axisgrid.PairGrid at 0x1ff5cde6748>

scikit-plot treant-js