This is the source code of Dynamic Key-Value Memory Networks for Knowledge Tracing moddel, which is implemented with pytorch deep learning framework.
paper : https://arxiv.org/pdf/1611.08108.pdf
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pytorch 3.7
GPU and CPU
| DataSet | nums_question |
|---|---|
| assist2009 | 124 |
| assist2015 | 100 |
| assist2017 | 102 |
| kddcup2010 | 1224 |
| statics201 | 661 |
| synthetic | 50 |
https://github.com/dxywill/pytorch_dkvmn
https://github.com/jarviszhb/KnowledgeTracing
https://github.com/chsong513/DeepKnowledgeTracing-DKT-Pytorch/tree/master/DKT