Github Repository

GitHub - juno-hwang/juno-dkt: Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.

Colab Example

Google Colaboratory

Presentation

Deep Knowledge Tracing.pdf

[email protected]

강의 구성과 관련된 참고자료

  1. https://arxiv.org/pdf/1506.05908.pdf : DKT Original paper
  2. https://github.com/hcnoh/knowledge-tracing-collection-pytorch : Pytorch implementation with attention-like mechanism
  3. Junyi Academy Math Practice Log 사용한 최근 국내 연구

https://s3-us-west-2.amazonaws.com/secure.notion-static.com/2fd0ef2a-d21e-43e3-bd9d-16197a86da8e/11.___AI____.pdf

  1. 최근 발표자료

https://s3-us-west-2.amazonaws.com/secure.notion-static.com/b5e29f54-5811-46bb-b20f-ef6d367bd5aa/_(210712).pdf

  1. 기타 EDM 관련 데이터셋 모음 : https://github.com/ckyeungac/edm-public-dataset