pyKT

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

Contact Info
pykt.team@gmail.com

model

SparseKT:Towards Robust Knowledge Tracing Models via k-Sparse Attention
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SparseKT:Towards Robust Knowledge Tracing Models via k-Sparse Attention

We added sparseKT into our pyKT package.

07 Jul 2023
simpleKT: a simple but tough-to-beat baseline for knowledge tracing
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simpleKT: a simple but tough-to-beat baseline for knowledge tracing

We added simpleKT into our pyKT package.

06 Jul 2023
QIKT: Question-centric Interpretable Knowledge Tracing
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QIKT: Question-centric Interpretable Knowledge Tracing

We added QIKT into our pyKT package.

05 Jul 2023
DIMKT: DIfficulty Matching Knowledge Tracing
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DIMKT: DIfficulty Matching Knowledge Tracing

We added DIMKT into our pyKT package.

04 Jul 2023
RKT: relation-aware self-attention for knowledge tracing
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RKT: relation-aware self-attention for knowledge tracing

We added RKT into our pyKT package.

03 Jul 2023
AT-DKT:Enhancing deep knowledge tracing with auxiliary tasks
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AT-DKT:Enhancing deep knowledge tracing with auxiliary tasks

We added AT-DKT into our pyKT package.

02 Jul 2023
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
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