Predicting the Success of a Reddit Submission with Deep Learning and Keras
Thanks to Keras, performing deep learning on a very large number of Reddit submissions is actually pretty easy. Performing it well is a different story.
Data Visualization
The Decline of Imgur on Reddit and the Rise of Reddit's Native Image Hosting
Before Reddit added native image hosting, Imgur accounted for 15% of all submissions to Reddit. Now it’s below 9%.
Advantages of Using R Notebooks For Data Analysis Instead of Jupyter Notebooks
The relatively new R Notebooks improve the workflows of common data analysis in ways Jupyter Notebooks can’t.
Pretrained Character Embeddings for Deep Learning and Automatic Text Generation
Keras + TensorFlow + Pretrained character embeddings makes text generation a breeze.
Predicting And Mapping Arrest Types in San Francisco with LightGBM, R, ggplot2
Given that a SF police arrest occurs at a specified time and place, what is the reason for that arrest?