/Knowledge-Query-Network-for-Knowledge-Tracing

PyTorch Implementation of Knowledge Query Network for Knowledge Tracing

Primary LanguagePython

PyTorch Implementation of Knowledge Query Network for Knowledge Tracing[LAK19]

(Dropout not used in the implementation.)

Requirements

  1. Python 3.6
  2. PyTorch 1.0
  3. tensorboardX

Datasets

Datasets are borrowed from DKVMN for fair comparisons.

  • ASSISTments 2009-2010
  • ASSISTments 2015
  • Statics 2011
  • Synthetic-5

Running examples

  • python3 main.py --gpu 0 --dataset assist0910
  • python3 main.py --gpu 0 --dataset assist15
  • python3 main.py --gpu 0 --dataset statics11
  • python3 main.py --gpu 0 --dataset synthetic-5 --version 0
  • python3 main.py --gpu 0 --dataset synthetic-5 --version 19