Performing gradient descent on a single neuron.
A web app for Spotify music recommendation using Implicit Matrix Factorization and "country arithmetic."
Implementing custom loss functions in Python using autograd.
A Scala-based web app that gives travel recommendations via Twitter data and the Jaccard similarity.
Auto-generating travel blog posts via Markovian processes.
Predicting the difficulty of the road ahead: a bike ride through Southeast Asia.
Rudimentary text-mining of Latin American constitutions.
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.
A data-enthused look at air travel on my favorite continent: South America and the Falkland Islands.