# Notebook Gallery

Links to the best IPython and Jupyter Notebooks.

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## May 24, 2018

## May 23, 2018

#### Make a plot that shows the distribution of races in the filtered data. Take a look at the gallery: https://seaborn.pydata.org/examples/index.html ...

Exploratory data analysis is an important part of understanding your data. In the cell below, create some visualization that helps better understand the data.

#### Analyzing region 6 data

Techniques used in this notebook were learned from Christy Heaton's Pycon 2018 tutorial on Intro to Spatial Analysis and Maps (see also its GitHub repo ).

## May 22, 2018

#### Altair column sort example

An example of how to sort the columns in a bar chart created by the Altair data visualization library. Created in response to a question from Joe Germuska.

#### Proposal for a multiple regression noise ceiling

I recently wrote a tutorial describing the noise ceiling for correlation analysis . The noise ceiling quantifies the amount of measurement error in the data as a point of comparison for statistical models. Cool and useful as this is, the ...

#### Example of the SuperSmoother

Supersmoother is a non-parametric locally-linear smooth in which the size of the local neighborhood is tuned to the characteristics of the data. It was introduced in 1984 by JH Friedman in a paper titled "A Variable Span Smoother" ( pdf ...

#### Features

gTTS (Google Text-to-Speech), a Python library and CLI tool to interface with Google Translate's text-to-speech API.

## May 21, 2018

#### Vectors

Linear Algebra is the branch of mathematics that studies vector spaces and linear transformations between vector spaces, such as rotating a shape, scaling it up or down, translating it (ie. moving it), etc.

#### This website does not host notebooks, it only renders notebooks available on other websites.

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## May 20, 2018

#### Network Visualization using networkx - Neerja Doshi

This website does not host notebooks, it only renders notebooks available on other websites.

#### Confidence Graphs: Representing Model Uncertainty in Deep Learning

[email protected] • https://mlwave.com

#### Image Viewer

This website does not host notebooks, it only renders notebooks available on other websites.

## May 19, 2018

#### Fietspaden in Brussel

Artikel 74. Overlangse markeringen die een fietspad aanduiden Het deel van de openbare weg dat afgebakend is door twee evenwijdige witte onderbroken strepen en dat niet breed genoeg is voor het autoverkeer, is een fietspad.

## May 18, 2018

#### QuTiP Lecture: Photon Scattering in Quantum Optical Systems

This Jupyter notebook demonstrates functionality for numerically computing photon scattering in arbitrary driven systems coupled to some configuration of output waveguides using QuTiP: The Quantum Toolbox in Python . This notebook closely follows the treatment of the problem given in ...

#### Tablesaw

This notebook has some basic demos of how to use Tablesaw, including visualizing the results. This notebook uses the Beaker interactive visualizaiton libraries, but Tablesaw's APIs also work. The notebook covers basic table manipulation, k-means clustering, and linear regression.

#### Income inequality: Belgium and Colombia

We study the case of Belgium and Colombia with respect income inequality. We use this article to derive the measures of income inequality.

#### This website does not host notebooks, it only renders notebooks available on other websites.

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## May 17, 2018

#### Development Applications in the City of Toronto

From the data compiled, I have built an interactive map that visualizes development applications appealed to the Ontario Municipal Board (bottom of page).

#### Development Applications in the City of Toronto

From the data compiled, I have built an interactive map that visualizes development applications appealed to the Ontario Municipal Board (bottom of page).

#### Annotated Multi-Head Attention and Positional Encoding

This is therefore adapted from this project and under this license:

#### Latin Lemmatization with Parsley

This Parsley wrapper combines the two separate transducer calls, that is, it retrieves all potential morphological matches and then retrieves all lemma matches for each of these parses. (I could probably tighten up the second call for lemmas—it is currently ...

#### Analys av könsfördelningen bland styrelseledamöter i svenska aktiebolag

Hur ser könsfördelningen ut bland styrelseledamöter i aktiebolag i landets kommuner? Och hur såg den ut för tio år sedan? Nyhetsbyrån Siren har gjort en analys av Bolagsverkets öppna data om företrädare i svenska företag, som finns dokumenterad nedan.

## May 16, 2018

#### Hastily scrape PyCon talk lists

This notebook shows a quick-and-dirty analysis of PyCon abstracts. It makes heavy use of the library Scattertext ( https://github.com/JasonKessler/scattertext ) for language processing and visualizations.