Stars
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
Probability and Statistics: a simulation-based introduction. An open-access book.
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge
Introduction to Empirical Bayes: Examples from Baseball Statistics
A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.
an rmarkdown template for stats homework with automatic code appendix
meme heavy slides on the linear probability model