computations.ipynb

Kernel: Python 3 (ipykernel)

Computations

This is a simple markdown cell that has various contents in it. What is up!

<b>Hello World - this is HTML!</b>

#| label: fig-visualization
#| fig-cap: A display of a line and region moving up and to the right.

import matplotlib.pyplot as plt
import numpy as np

# make data
np.random.seed(1)
x = np.linspace(0, 8, 16)
y1 = 3 + 4*x/8 + np.random.uniform(0.0, 0.5, len(x))
y2 = 1 + 2*x/8 + np.random.uniform(0.0, 0.5, len(x))

# plot
fig, ax = plt.subplots()

ax.fill_between(x, y1, y2, alpha=.5, linewidth=0)
ax.plot(x, (y1 + y2)/2, linewidth=2)

ax.set(xlim=(0, 8), xticks=np.arange(1, 8),
       ylim=(0, 8), yticks=np.arange(1, 8))

# Store the plot in the notebook as different MIME types
from IPython.display import Image, SVG, display
from io import BytesIO

# SVG alternative
buffer = BytesIO()
plt.savefig(buffer, format='svg')