Notebook Gallery

Links to the best IPython and Jupyter Notebooks.

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Diving into Open Data with IPython Notebook & Pandas

Diving into Open Data with IPython Notebook & Pandas

http://jvns.ca

Happy Healthy Hungry -- San Francisco ( H3 )

Happy Healthy Hungry -- San Francisco ( H3 )

Our approach is documented here to encourage anyone (and everyone) to repeat our analyses and to provide complete transparency into our results. And because we love the scientific method

Exploring Movie Body Counts

Exploring Movie Body Counts

A look at movie body counts based on information from the Website Movie Body Counts .

The mean and stardand deviation of the time series can be used to set a 3-sigma threshold

The mean and stardand deviation of the time series can be used to set a 3-sigma threshold

see: http://www.nytimes.com/2006/10/17/nyregion/17fire.html?pagewanted=all&_r=0

Canada First Research Excellence Fund

Canada First Research Excellence Fund

What to expect? If grants have an average size of \$79M, we should expect about 11 awards.

Comparison of FastText and Word2Vec

Comparison of FastText and Word2Vec

I've used gensim to train the word2vec models, and the analogical reasoning task (described in Section 4.1 of [2] ) for comparing the word2vec and fastText models. I've compared embeddings trained using the skipgram architecture.

Mapping DHS with leaflet

Mapping DHS with leaflet

The Demographic Health Surveys (DHS) are household surveys covering most of developping countries (and more) in the areas of population, health, and nutrition. These surveys are supported by USAID and the U.S. Census Bureau (Kudos!) More information about DHS: http://dhsprogram.com/

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.

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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

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

Measurement Research within the Python3 Ecosystem

Measurement Research within the Python3 Ecosystem

Text Search Engine in Julia

Text Search Engine in Julia

I’m going to define ¹ some new functions on some built-in operators so I need to import them. I wouldn’t need to do this if I was just using the operators.

I. Introductions

I. Introductions

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IPython and cross language integration

IPython and cross language integration

Most of what you will see here are thin wrappers around already existing libraries, that do all the heavy lifinting, we just showing how seamless a cross language environement can be.

A beginner's look at stock prices

A beginner's look at stock prices

Load the Data in Numpy

Sageでグラフを再現してみよう:データ解析のための統計モデリング入門第10章

Sageでグラフを再現してみよう:データ解析のための統計モデリング入門第10章

前回に続き、 データ解析のための統計モデリング入門 (以下、久保本と書きます)の第10章の例題をSageを使って再現してみます。

TPOT tutorial on the Titanic dataset

TPOT tutorial on the Titanic dataset

The first and most important step in using TPOT on any data set is to rename the target class/response variable to class .

IPython and cross language integration

IPython and cross language integration

Most of what you will see here are thin wrappers around already existing libraries, that do all the heavy lifinting, we just showing how seamless a cross language environement can be.

Comparison of FastText and Word2Vec

Comparison of FastText and Word2Vec

I've used gensim to train the word2vec models, and the analogical reasoning task (described in Section 4.1 of [2] ) for comparing the word2vec and fastText models. I've compared embeddings trained using the skipgram architecture.

Setup

Setup

Construct a Pandas DataFrame out of the simplified events. Don't run this either unless you have your own data.

Hydrodynamics Systems with a General EOS

Hydrodynamics Systems with a General EOS

The two routines below simplify the analysis of the eigensystem by simultaneously finding the set of orthonormal left and right eigenvectors of a matrix from the primitive form of the hydro equations

Jupyter Notebook 2015 UX Survey Results

Jupyter Notebook 2015 UX Survey Results

Experienced Users

Introduction

Introduction

To run a block of code like the one above, click on it to select it and then you can either click the run button in the menu above:

Python

Python

Lo importante no son los lenguajes, sino el enorme ecosistema de herramientas que han aparecido gracias a la apertura y facilidad de Python.

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.

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Reddit Data with BigQuery

Reddit Data with BigQuery

This notebook is the complement for my blog post How to Analyze Every Reddit Submission and Comment, in Seconds, for Free .

Index

Index

If you have not installed the LSST software stack and sims_maf (an LSST software package), this can be done by either:

Project Oxford: Computer Vision API example

Project Oxford: Computer Vision API example

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.

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

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