Visualization

I mostly use plotly for visualization. It's pretty good for most things I want to graph. I usually use graph_objs for offline plotting.

import plotly.graph_objs as go

Since Jupyter Book does not currrently support Plotly graphs, I saved each plot as a .png file and read it in. The code to save a plotly visualization is as follows.

import os

fig.write_image("{name_of_image}.png")

To display the image, just use the IPython.display library

from IPython.display import display, Image

Image(filename='../images/{name_of_image}.png')