├── .gitignore ├── README.md ├── data ├── dataloader.py └── readdata.py ├── dataset └── assist2009 │ ├── builder_test.csv │ └── builder_train.csv ├── evaluation ├── eval.py └── run.py └── model ├── DKT └── RNNModel.py └── SAKT ├── __init__.py ├── attention.py ├── embedding.py └── model.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/README.md -------------------------------------------------------------------------------- /data/dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/data/dataloader.py -------------------------------------------------------------------------------- /data/readdata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/data/readdata.py -------------------------------------------------------------------------------- /dataset/assist2009/builder_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/dataset/assist2009/builder_test.csv -------------------------------------------------------------------------------- /dataset/assist2009/builder_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/dataset/assist2009/builder_train.csv -------------------------------------------------------------------------------- /evaluation/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/evaluation/eval.py -------------------------------------------------------------------------------- /evaluation/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/evaluation/run.py -------------------------------------------------------------------------------- /model/DKT/RNNModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/model/DKT/RNNModel.py -------------------------------------------------------------------------------- /model/SAKT/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /model/SAKT/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/model/SAKT/attention.py -------------------------------------------------------------------------------- /model/SAKT/embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/model/SAKT/embedding.py -------------------------------------------------------------------------------- /model/SAKT/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jarviszhb/KnowledgeTracing/HEAD/model/SAKT/model.py --------------------------------------------------------------------------------