necekbaby / deepknowledgetracing-dkt-pytorch Goto Github PK

This is the source code of Deep Knowledge Tracing moddel, which is implemented with pytorch deep learning framework.

Note: we pad the short question sequence with zero vector.

Cloning this repository into your computer with following commmand:

git clone

First, you should install the packages: numpy, torch, torchvision, tqdm, sklearn, with following command:

pip install

Then, enter the directory of DKT/KnowledgeTracing/evaluation/, and you can run it as:

python run.py

You can change the dataset in Constants.py, line 22 and line 23.

The detail description is released on my own website: chsong.live.

The GPU version will released in the soon.