Projecting Default Rates of Lending Club Notes

This post briefly discusses the background of peer-to-peer lending before diving into some exploratory data analysis on the Lending Club data set. This will be the first in a series of posts with the aim of creating a predictive model to determine the probability of default for peer-to-peer loans.

more ...


Creating the Percolation Visualization

In this post I will discuss the background for the percolation visualization page and the details of my implementation. I hope to provide a good introduction to percolation theory and the union find algorithm in particular. This is the first non-trivial Javascript application I've created, and later in the post I will discuss some of the biggest challenges I faced and things I learned along the way.

more ...