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 these two manuscripts for details:

• https://arxiv.org/abs/1912.02351
• https://proceedings.mlr.press/v206/chang23a.html

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