Is it possible to plot multiple histogram the same way like tensorboard does in a notebook

Question

Given some data frame we can easily plot the histogram for each column in a notebook like so:

import pandas as pd
import numpy as np

df = pd.DataFrame(np.random.randint(0,100,size=(100, 4)), columns=list('ABCD'))
df.hist()

But instead of having one plot per column is it possible to plot it in one plot the same way tensorboard does it?

Is a 3D histogram the best we can do? Maybe using something different then matplotlib?