Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)
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Feb 16, 2017 - Python
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student-modeling
Here are 11 public repositories matching this topic...
Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)
personalized-learning cold-start student-modeling fine-tuning pre-training cognitive-diagnosis multi-source-domain-adaptation cross-domain-adaptation ai-for-education educational-big-data aaai2024 question-recommendation zero-1-to-3
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Mar 10, 2025 - Python
Repository with ontologies for creating a student model for scratch related events
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Jul 13, 2020
Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI 2024)
personalized-learning student-modeling fine-tuning pre-training cognitive-diagnosis multi-source-domain-adaptation cross-domain-adaptation aaai2024 weibo-gao question-recommendation
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Dec 23, 2023
AI-powered adaptive tutor using PPO reinforcement learning + DKVMN knowledge tracing to personalize learning paths in real time. Dynamically selects concepts per student's knowledge state. Built with React, Django, PyTorch & trained on 131M+ interactions.
react python django reinforcement-learning deep-learning openai-gym pytorch edtech adaptive-learning student-modeling actor-critic educational-data-mining ppo knowledge-tracing intelligent-tutoring-system dkvmn stable-baselines3 bayesian-knowledge-tracing personalized-education
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Jun 20, 2026 - Python
PyTorch implementation of SAINT+ for Transformer-based knowledge tracing and student performance prediction using time-aware educational interaction features.
pytorch transformer learning-analytics student-modeling educational-data-mining knowledge-tracing sequence-modeling student-performance causal-masking education-ai saint-plus time-aware-modeling
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Jan 21, 2026 - Python
Production-ready API for classifying student mastery levels (Attempted, Familiar, Proficient) using Bayesian Beta-Binomial models with uncertainty quantification.
api machine-learning learning-analytics bayesian-statistics student-modeling educational-data-mining education-technology knowledge-tracing beta-binomial mastery-learning
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Nov 10, 2025 - Jupyter Notebook
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Jun 10, 2026 - TypeScript
TensorFlow implementation of Learning Behavior-aware Knowledge Tracing for modeling reading proficiency using response time, attempts, and hint behavior.
tensorflow learning-analytics student-modeling educational-data-mining recurrent-neural-network knowledge-tracing sequence-modeling education-ai learning-behavior lbkt reading-proficiency q-matrix
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Jan 22, 2026 - Python
PyTorch implementation of Attentive Knowledge Tracing for student performance prediction with AKT-PID and AKT-CID model variants.
deep-learning pytorch transformer student-modeling educational-data-mining knowledge-tracing rasch-model sequence-modeling akt assistments education-ai attentive-knowledge-tracing
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Jan 22, 2026 - Python
📊 Build and deploy a beta-binomial classifier API using FastAPI and Docker for scalable machine learning solutions with best engineering practices.
api machine-learning learning-analytics bayesian-statistics student-modeling educational-data-mining education-technology knowledge-tracing beta-binomial mastery-learning
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Jul 9, 2026 - Jupyter Notebook
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