knowledge_tracing

Knowledge Tracing model - is transformer encoder-decoder based model that allows you to track student's academic results. For more information see paper.

Preparing

Use prepare_data.py to collect all data from folders.

Installing dependencies

pip install requirements.txt

Train model

python main.py --wandb online/offline/disabled --test

Args:

• wandb - wandb mode

• test - test model training on small dataset (use wandb disabled)