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pykt-team / pykt-toolkit

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
https://pykt.org
MIT License
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Knowledge State Depictions #109

Open ciklu opened 1 year ago

ciklu commented 1 year ago

Thank you for providing this useful collection of models! DKVMN seems to perform best on my dataset. Yet, I am having trouble to display the knowledge states as described in their paper. Are you aware of any source where the code for creating knowledge states for DKVMN or SKVMN are available?

Thank you very much in advance!

sonyawong commented 1 year ago

Thank you for providing this useful collection of models! DKVMN seems to perform best on my dataset. Yet, I am having trouble to display the knowledge states as described in their paper. Are you aware of any source where the code for creating knowledge states for DKVMN or SKVMN are available?

Thank you very much in advance!

hi, sorry for the late reply. Unfortunately, we have not visualized the knowledge state depiction for DKVMN. But we also have similar experiments in our work ( https://arxiv.org/pdf/2302.06885.pdf). In this work, we treat the probability of the model prediction as the knowledge state.