arsena-k Goto Github PK

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

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

hands-on-machine-learning

Working through Machine Learning Topics in R, Python, and Tensorflow

ksvd

A ksvd implementation written in python.

learngit

Intro to Git and GitHub for UCLA's DResSUP

lifecoursecompsoc_datawrangling

materials used for ucla sociology computational sociology bootcamp 2018

lstm_predictions_tf

Use LSTM in tensorflow to predict outcomes from text data

text-mining-in-python-tutorial

text_analysis_basics

twitter-sentiment-analysis-tutorial-201107

Code to reproduce the simple sentiment analysis from my presentation

unintended-ml-bias-analysis

unsupmlclust

Tutorial on unsupervised machine-learning, with a focus on clustering

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