/autoencirt

Bayesian in-model IRT factorization

Primary LanguagePythonCreative Commons Zero v1.0 UniversalCC0-1.0

Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models

This code aims to factor item response data using the graded response model and sparse coding.

Check out this manuscript https://arxiv.org/abs/1912.02351 for details.

Installation

Using pip:

pip install git+https://github.com/CC-RMD-EpiBio/autoencirt.git

Examples

Here is an example training notebook:

Factorization of the Right-Wing-Authoritarianism Scale Open In Colab