Predicting Political Affiliation from Tweets

CS-230 Autumn 2018 Project

Jorge Cordero, Eddie Sun, Zoey CuiZhu {icoen, eddiesun, cuizy} @stanford.edu

Task

This project classifies political affiliation from tweets using the long-short-term-memory network with attention (LSTM-Attn). A convolutional neural network(CNN) model is in the CNN folder. (The previous two are implemented with hyperparameter search) Additional models such as LSTM, bi-directional LSTM, GRU, bi-directional GRU are in the RNN folder. All code is implemented in Keras and Tensorflow. Can be run in python 2 or python 3

Link of project at https://github.com/icoen/CS230P/tree/master

Zoey's work at https://github.com/icoen/CS230P/tree/master/RNN