OPERA is a model-agnostic framework that injects option-level pedagogical signals into knowledge tracing models without...
pyKT is a python library build upon PyTorch to train deep learning based knowledge tracing models.
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MoC-KT: Mixture of Convolutions for Knowledge Tracing
We added MoC-KT into our pyKT package.
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FA-KT: A Frequency-Aware Mixture of Heterogeneous Experts Framework for Knowledge Tracing
We added FA-KT into our pyKT package.
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MTKT: Learning Multi-granularity Temporal Characteristics for Attention Based Knowledge Tracing
We added MTKT into our pyKT package.
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DenoiseKT: Denoised Attention and Question-Augmented Representations for Knowledge Tracing
We added DenoiseKT into our pyKT package.
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Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data
We added RoubstKT into our pyKT package.
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HCGKT: Hierarchical Contrastive Graph Knowledge Tracing with Multi-level Feature Learning
We added HCGKT into our pyKT package.
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Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
We added FlucKT into our pyKT package.