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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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multi-skill exercises? #74

Closed wangshu1331 closed 1 year ago

wangshu1331 commented 1 year ago

Hi, can I use the multi-skill exercises of myself dataset? For example：i have a exercises list $E={e_1,e_2,...,en}$，$e i$ have skill ${s_j，s_k，s_h}$ (j!=k&&k!=h&&j!=h) whether support my dataset from other source(sush as :codeforces.com,luogu.com.cn)?

sonyawong commented 1 year ago

Hi, can I use the multi-skill exercises of myself dataset? For example：i have a exercises list $E={e_1,e_2,...,en}$，$e i$ have skill ${s_j，s_k，s_h}$ (j!=k&&k!=h&&j!=h) whether support my dataset from other source(sush as :codeforces.com,luogu.com.cn)?

Hi, thank you for your attention to our work. If you want to add a new dataset, you can perform a new data preprocess file into ./pykt/preprocess/. For the exercise with multiple skills, you may separate the skills with the underline "_". In our setting to generate training/valid/testing data, a multi-skill exercise is repeated multiple times, one for each skill. More details can be seen at https://pykt-toolkit.readthedocs.io/en/latest/contribute.html.

wangshu1331 commented 1 year ago

Thank you for your reply, I will read the relevant documents carefully and try to solve the problem I encountered. Your project has helped me tremendously in my research, thank you very much for open source!