Notebook Gallery

Links to the best IPython and Jupyter Notebooks.

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Whisper

Whisper

Working with data 2017. Class 3

Working with data 2017. Class 3

Why do we visualize information?

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 ...

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

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 ).

Altair column sort example

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

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 ...

Netflix for genes

Netflix for genes

656053 rows × 3 columns

Example of the SuperSmoother

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

Features

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

Vectors

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.

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

Delivered by Fastly , Rendered by Rackspace

Network Visualization using networkx - Neerja Doshi

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

Confidence Graphs: Representing Model Uncertainty in Deep Learning

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

Image Viewer

Image Viewer

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

Membuat Movie Recommender System

Membuat Movie Recommender System

Import module

Fietspaden in Brussel

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.

QuTiP Lecture: Photon Scattering in Quantum Optical Systems

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

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

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.

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

Delivered by Fastly , Rendered by Rackspace

Development Applications in the City of Toronto

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

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).

確率空間

確率空間

最初に測度とかボレル集合族とか可測とかの話をしておきたいので、 確率空間について話す所から始める。

Annotated Multi-Head Attention and Positional Encoding

Annotated Multi-Head Attention and Positional Encoding

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

Latin Lemmatization with Parsley

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

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.

Hastily scrape PyCon talk lists

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.

Latin Lemmatization with Whitaker's Words

Latin Lemmatization with Whitaker's Words

There is no Python wrapper that I could find for Words . (I did find this in-progress Python port by Archimedes Digital, but found the results too uneven at this point to publish. See Appendix B of this Notebook.) This ...

この話を書こうと思ったきっかけ

この話を書こうと思ったきっかけ

世の中には機械学習に必要な数学の入門の話が溢れかえってる気がする。 最低限必要な数学はこれですよ、みたいな。