A collection of Knowledge Tracing model implementations with PyTorch
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Updated
Jun 16, 2022 - Python
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sakt
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A Constraint-Aware Personalized Learning Recommendation System (PLRS) built with Self Attentive Knowledge Tracing (SAKT), Attentive Knowledge Tracing (AKT) and Spaced repetition to enforce pedagogical optimal course pathways for learning.
learning edtech spaced-repetition recommendation-system personalized-learning knowledge-tracing sakt akt ebbinghaus-memory plrs educational-ai educational-ai-tools constraint-aware-learning prerequisite-constraints llm-explainabilty
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Jun 1, 2026 - Python
Official implementation of HiSACKT: Hierarchical Self-Attention and Skill Clustering to enhance Knowledge Tracing (WI-IAT Conference 2025)
machine-learning deep-learning online-education knowledge-tracing dkt sakt dkvmn gkt ai-for-education hisackt
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Updated
Oct 16, 2025 - Python
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