Talk given to the CU Boulder Computational Science and Engineering Research Group on April 20, 2017 about using NBExtensions in Jupyter Notebooks.
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How is you code feeling today?

In [7]:
"""
count the examine scores from https://github.com/qiwsir/StarterLearningPython/blob/master/2code/20502.py
"""
from __future__ import division

class Scorer: 
    def __init__(self):
        pass
    
    def average_score(scores):
        """
        count average score.
        """
        score_values = scores.values()
        sum_scores = sum(score_values)
        average = sum_scores/len(score_values)
        return average

    def sorted_score(scores):
        """
        count the list for max to min.
        """
        score_lst = [(scores[k],k) for k in scores]
        sort_lst = sorted(score_lst, reverse=True)
        return [(i[1], i[0]) for i in sort_lst]

    def max_score(scores):
        """
        the max scroe and the person's name.
        """
        lst = sorted_score(scores)
        max_score = lst[0][1]
        return [(i[0],i[1]) for i in lst if i[1]==max_score]

    def min_score(scores):
        """
        the min score and the person's name.
        """
        lst = sorted_score(scores)
        min_score = lst[len(lst)-1][1]
        return [(i[0],i[1]) for i in lst if i[1]==min_score]

Do you get the gist dictionary comprehensions all?

In [ ]:
# a dictionary comprehension example using lists

list_keys = ['a', 'b', 'c']
list_vals = [1, 2, 3]

{a: b for a,b in zip(list_keys, list_vals)}

Would you like some math?

You can use the normal $ and $$ to insert LaTeX math into your document to do pretty things like:

$$\boldsymbol{\beta} = (\beta_1,\beta_2,\dotsc,\beta_n)$$

But what if you want to do numbering of such pretty things?

\begin{equation} \label{eq:t} \begin{aligned} f(x) &= x^2\\ g(x) &= \exp(x) \end{aligned} \end{equation}\begin{equation} \left( \begin{array}{c} n \\ r \end{array} \right) = \frac{n!}{r!(n-r)!} \end{equation}\begin{equation} A_{m,n} = \begin{pmatrix} a_{1,1} & a_{1,2} & \cdots & a_{1,n} \\ a_{2,1} & a_{2,2} & \cdots & a_{2,n} \\ \vdots & \vdots & \ddots & \vdots \\ a_{m,1} & a_{m,2} & \cdots & a_{m,n} \end{pmatrix} \end{equation}