Alina Arseniev-Koehler's repositories
Word2Vec-bias-extraction
How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/00491241221122603
discourse_atoms
How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119
disease_stigma
Repository to accompany "The Stigma of Diseases: Unequal Burden, Uneven Decline" by RK Best and A Arseniev-Koehler
Exploring_WordEmbeddings
Intro to Word Embeddings and Applications
unsupMLclust
Tutorial on unsupervised machine-learning, with a focus on clustering
CSS_Summer_School_19
CV tools for interpretable features
Digital-Research-Tools-and-Methods
A place to keep track of neat digital research tools I hear about
Hands-On-Machine-Learning
Working through Machine Learning Topics in R, Python, and Tensorflow
ksvd
A ksvd implementation written in python.
LifeCourseCompSoc_DataWrangling
materials used for ucla sociology computational sociology bootcamp 2018
LSTM_predictions_tf
Use LSTM in tensorflow to predict outcomes from text data
twitter-sentiment-analysis-tutorial-201107
Code to reproduce the simple sentiment analysis from my presentation