Jupyter Notebook with cells¶

Text can be bold, italic, or strikethrough. Links should be blue with no underlines (unless hovered over).

Code cells¶

This first code cells have some tags

In [1]:

tag1

a = 1

a = 1

In [2]:

tag1

tag2

a

a

Out[2]:

1

In [3]:

tag1

tag2

tag3

b = 'pew'

b = 'pew'

In [4]:

b

b

Out[4]:

'pew'

In [5]:

import re

import re

In [6]:

text = 'foo bar\t baz \tqux'

text = 'foo bar\t baz \tqux'

In [7]:

re.split('\s+', text)

re.split('\s+', text)

Out[7]:

['foo', 'bar', 'baz', 'qux']

Equations¶

In [8]:

%%latex
\begin{align}
\nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\
\nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\
\nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\
\nabla \cdot \vec{\mathbf{B}} & = 0
\end{align}

%%latex \begin{align} \nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\ \nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\ \nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\ \nabla \cdot \vec{\mathbf{B}} & = 0 \end{align}

\begin{align} \nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\ \nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\ \nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\ \nabla \cdot \vec{\mathbf{B}} & = 0 \end{align}

Pandas DataFrames¶

In [9]:

import numpy as np
import pandas as pd

import numpy as np import pandas as pd

In [10]:

dates = pd.date_range('20130101', periods=6)
df = pd.DataFrame(np.random.randn(6, 4), index=dates, columns=list('ABCD'))
df

dates = pd.date_range('20130101', periods=6) df = pd.DataFrame(np.random.randn(6, 4), index=dates, columns=list('ABCD')) df

Out[10]:

	A	B	C	D
2013-01-01	-0.381074	-0.461364	0.337276	0.749400
2013-01-02	0.971930	0.790364	0.863955	-2.754741
2013-01-03	-0.952607	1.059292	-0.003268	-1.314800
2013-01-04	-0.097368	0.428709	0.002023	1.227811
2013-01-05	-0.550313	-1.212144	-0.776761	-2.175846
2013-01-06	-0.762908	0.339352	1.050517	0.964249

Plots¶

In [11]:

import matplotlib.pyplot as plt

import matplotlib.pyplot as plt

In [12]:

from pylab import *

from pylab import *

In [13]:

x = linspace(0, 5, 10)
y = x ** 2

x = linspace(0, 5, 10) y = x ** 2

In [14]:

figure()
plot(x, y, 'r')
xlabel('x')
ylabel('y')
title('title')
show()

figure() plot(x, y, 'r') xlabel('x') ylabel('y') title('title') show()

In [15]:

num_points = 130
y = np.random.random(num_points)
plt.plot(y)

num_points = 130 y = np.random.random(num_points) plt.plot(y)

Out[15]:

[<matplotlib.lines.Line2D at 0x7ffbb8474ac0>]

This is some text, here comes some latex

bokeh¶

In [16]:

from bokeh.plotting import figure, output_notebook, show

from bokeh.plotting import figure, output_notebook, show

In [17]:

output_notebook()

output_notebook()

Loading BokehJS ...

In [18]:

p = figure()
p.line([1, 2, 3, 4, 5], [6, 7, 2, 4, 5], line_width=2)
show(p)

p = figure() p.line([1, 2, 3, 4, 5], [6, 7, 2, 4, 5], line_width=2) show(p)

plotly¶

This requires a theme modification to include Require.JS

In [19]:

import plotly.express as px

import plotly.express as px

In [20]:

df = px.data.iris()
fig = px.scatter(df, x="sepal_width", y="sepal_length")
fig.show()

df = px.data.iris() fig = px.scatter(df, x="sepal_width", y="sepal_length") fig.show()

Widgets¶

In [21]:

import ipywidgets as widgets

import ipywidgets as widgets

In [22]:

widget = widgets.IntSlider(
    value=7,
    min=0,
    max=10,
    step=1,
    description='',
    disabled=False,
    continuous_update=False,
    orientation='horizontal',
    readout=True,
    readout_format='d'
)

value_lbl = widgets.Label()
widgets.jslink((widget, 'value'), (value_lbl, 'value'))

display(widget, widgets.HBox([widgets.Label("Current Value:"), value_lbl]) )

widget = widgets.IntSlider( value=7, min=0, max=10, step=1, description='', disabled=False, continuous_update=False, orientation='horizontal', readout=True, readout_format='d' ) value_lbl = widgets.Label() widgets.jslink((widget, 'value'), (value_lbl, 'value')) display(widget, widgets.HBox([widgets.Label("Current Value:"), value_lbl]) )

IntSlider(value=7, continuous_update=False, max=10)

HBox(children=(Label(value='Current Value:'), Label(value='')))