arsena-k

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

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

arsena-k/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

arsena-k/discourse_atoms

How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119

arsena-k/Exploring_WordEmbeddings

Intro to Word Embeddings and Applications

arsena-k/disease_stigma

Repository to accompany "The Stigma of Diseases: Unequal Burden, Uneven Decline" by RK Best and A Arseniev-Koehler

arsena-k/unsupMLclust

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

arsena-k/CSS_Summer_School_19

CV tools for interpretable features

arsena-k/Digital-Research-Tools-and-Methods

A place to keep track of neat digital research tools I hear about

arsena-k/Hands-On-Machine-Learning

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

arsena-k/ksvd

A ksvd implementation written in python.

arsena-k/learngit

Intro to Git and GitHub for UCLA's DResSUP

arsena-k/LifeCourseCompSoc_DataWrangling

materials used for ucla sociology computational sociology bootcamp 2018

arsena-k/LSTM_predictions_tf

Use LSTM in tensorflow to predict outcomes from text data

arsena-k/Text-Mining-in-Python-Tutorial

arsena-k/text_analysis_basics

arsena-k/twitter-sentiment-analysis-tutorial-201107

Code to reproduce the simple sentiment analysis from my presentation

arsena-k/unintended-ml-bias-analysis