Writings

Below you can find my writings on machine learning, data science, and technology. Enjoy!
Lab41 Reading Group: Generative Adversarial Nets
What cost function would you use to determine if a picture looks real? How about one learned by another network! Find out more with my summary of Generative Adversarial Networks!
Double-checking FiveThirtyEight's 2016 Primary Predictions
How well did FiveThirtyEight do in predicting the primary results? I Double-check FiveThirtyEight's Polls Plus model by comparing its predictions to the outcomes of the 2016 primaries.
Python2Vec: Word Embeddings for Source Code
Parsing source code is easy; just let the interpreter do it! But what if you want to recommend code snippets? Then you need word embeddings, like my Python2Vec!
The Nine Must-Have Datasets for Investigating Recommender Systems
Do you want to play around with recommender systems, but you don't have any data? Don't worry, there are tons of great, open source datasets for recommender systems!