crowdsourced-aggregation

Fast Dawid-Skene

A fast crowdsourced vote aggregation algorithm

Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification

Fast Dawid-Skene is a fast EM-based algorithm for vote aggregation that can be used for real-time sentiment annotation, providing significant speedup over Dawid-Skene and other fast EM methods while maintaining competitive accuracy performance.

DeepAgg

Implementation of the model described in "Training deep neural nets to aggregate crowdsourced responses." by Gaunt et al.

Crowdsourced Data Simulator

A program that simulates answers given by a crowd to multiple choice questions with either a single or multiple answers correct, and writes it to a CSV