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

model

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

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