dotify: Recommending Spotify Music Through Country Arithmetic

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A web app for Spotify music recommendation using Implicit Matrix Factorization and "country arithmetic."


So You Want to Implement a Custom Loss Function?

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Implementing custom loss functions in Python using autograd.


Travel Recommendations with Jaccard Similarities

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A Scala-based web app that gives travel recommendations via Twitter data and the Jaccard similarity.


Markovian Muse: Conjuring the Backpacker Within

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Auto-generating travel blog posts via Markovian processes.


Statistically Cycling Southeast Asia

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Predicting the difficulty of the road ahead: a bike ride through Southeast Asia.


Text-Mining South American Constitutions

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Rudimentary text-mining of Latin American constitutions.


Clustering Continued: A Gaucho on Vacation

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In our previous post we chose to cluster South American airports into \(k = 3\) distinct groups; moving forward, we'll take a closer look at what this really means.


Clustering South American Airports

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A data-enthused look at air travel on my favorite continent: South America and the Falkland Islands.


© Will Wolf 2017

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