shaon11579 / VAE-2021-

Details coming soon.

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Introduction

Description of code and data for Effect of Q-matrix Misspecification on Variational Autoencoders (VAE) for Multidimensional Item Response Theory (MIRT) Models Estimation.

Requirements

Packages

Python packages:

• numpy
• spacy
• pandas

R packages:

• library(tfprobability)

• library(tensorflow)

• library(usethis)

• library(mvtnorm)

• library(devtools)

• library(keras)

• library(CDM)

• library(ML2Pvae)

• library(metrics)

Resources

• scispacy models: "en_core_sci_sm"

Description

• ./dataset/:

  • EMAIL ME @[e-mail]: publication dataset collected from EDM

• ./src/ :

  • TBA has experiments demo
  • TBA

Reference

• VAE for EDn assessment
• TBA