News

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

Baselines for Global Knowledge Tracing Challenge — Read More

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 — Read More

AAAI2023 Global Knowledge Tracing Challenge

Challenge Website

17 Oct 2022

qDKT: Question-centric Deep Knowledge Tracing — Read More

qDKT: Question-centric Deep Knowledge Tracing

We added qDKT into our pyKT package.

13 Aug 2022

Deep-IRT: Deep Item Response Theory — Read More

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 — Read More

EdNet: A Large-Scale Hierarchical Dataset in Education

We added EdNet into our pyKT package.

04 Aug 2022

SKVMN: Sequential Key-Value Memory Networks — Read More

SKVMN: Sequential Key-Value Memory Networks

We added SKVMN into our pyKT package.

25 Jul 2022

LPKT: Learning Process-consistent Knowledge Tracing — Read More

LPKT: Learning Process-consistent Knowledge Tracing

We added LPKT into our pyKT package.

14 Jul 2022

HawkesKT: Temporal Cross-Effects in Knowledge Tracing — Read More

HawkesKT: Temporal Cross-Effects in Knowledge Tracing

We added HawkesKT into our pyKT package.

05 Jul 2022

IEKT: Individual Estimation Knowledge Tracing — Read More

IEKT: Individual Estimation Knowledge Tracing

We added into our pyKT package.

28 Jun 2022

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