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

Contact Info
pykt.team@gmail.com
Rethinking and Improving Student Learning and Forgetting Processes for Attention Based Knowledge Tracing Models
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Rethinking and Improving Student Learning and Forgetting Processes for Attention Based Knowledge Tracing Models

We added LefoKT into our pyKT package.

16 Feb 2025
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
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Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing

We added flucKT into our pyKT package.

16 Feb 2025
csKT: Addressing Cold-start Problem in Knowledge Tracing via Kernel Bias and Cone Attention
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csKT: Addressing Cold-start Problem in Knowledge Tracing via Kernel Bias and Cone Attention

We added csKT into our pyKT package.

13 Jan 2025
Revisiting Knowledge Tracing: A Simple and Powerful Model
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Revisiting Knowledge Tracing: A Simple and Powerful Model

We added reKT into our pyKT package.

19 Nov 2024
stableKT: Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
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stableKT: Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases

We added stableKT into our pyKT package.

19 Sep 2024
extraKT: Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation
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extraKT: Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation

We added extraKT into our pyKT package.

19 Sep 2024
FoLiBiKT: Forgetting-aware Linear Bias for Attentive Knowledge Tracing
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FoLiBiKT: Forgetting-aware Linear Bias for Attentive Knowledge Tracing

We added FoLiBiKT into our pyKT package.

09 Mar 2024
Dtransformer: Stable Knowledge Tracing with Diagnostic Transformer
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Dtransformer: Stable Knowledge Tracing with Diagnostic Transformer

We added Dtransformer into our pyKT package.

09 Mar 2024
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