Knowledge Tracing for my bachelor thesis. Initialized DKT and DKVMN models and improved them with dynamic weight NNs.
exp/ contains DKT, DKT-dynamic, DKVMN, DKVMN-dynamic
exp_history/ contains history experiments throughout the research.
lib/ supports the above exps (e.g. dataset.py, loss.py)
| Model | AUC |
|---|---|
| DKT | 74.9 |
| DKT-Dynamic | 75.7 |
| DKVMN | 73.8 |
| DKVMN-Dynamic | 74.4 |