pyKT is a python library build upon PyTorch to train deep learning based knowledge tracing models.

Contact Info
pykt.team@gmail.com
Baselines for Global Knowledge Tracing Challenge
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Baselines for Global Knowledge Tracing Challenge

We have used pyKT to run DKT and AKT on the aforementioned training data and...

21 Oct 2022
AAAI2023 Global Knowledge Tracing Challenge
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AAAI2023 Global Knowledge Tracing Challenge

Challenge Website

17 Oct 2022
qDKT: Question-centric Deep Knowledge Tracing
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qDKT: Question-centric Deep Knowledge Tracing

We added qDKT into our pyKT package.

13 Aug 2022
Deep-IRT: Deep Item Response Theory
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Deep-IRT: Deep Item Response Theory

We added Deep-IRT into our pyKT package.

12 Aug 2022
EdNet: A Large-Scale Hierarchical Dataset in Education
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EdNet: A Large-Scale Hierarchical Dataset in Education

We added EdNet into our pyKT package.

04 Aug 2022
SKVMN: Sequential Key-Value Memory Networks
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SKVMN: Sequential Key-Value Memory Networks

We added SKVMN into our pyKT package.

25 Jul 2022
LPKT: Learning Process-consistent Knowledge Tracing
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LPKT: Learning Process-consistent Knowledge Tracing

We added LPKT into our pyKT package.

14 Jul 2022
HawkesKT: Temporal Cross-Effects in Knowledge Tracing
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HawkesKT: Temporal Cross-Effects in Knowledge Tracing

We added HawkesKT into our pyKT package.

05 Jul 2022
IEKT: Individual Estimation Knowledge Tracing
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IEKT: Individual Estimation Knowledge Tracing

We added into our pyKT package.

28 Jun 2022