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 12 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
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
Mastery Measurement API and CLI: fits Bayesian Knowledge Tracing and Item Response Theory models to learner response logs, for AI tutoring agents and edtech products that need real psychometric mastery scoring.
nodejs cli education typescript npm-package edtech learning-analytics adaptive-learning student-modeling item-response-theory psychometrics bayesian-knowledge-tracing ai-tutoring agent-native mastery-learning
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Jul 19, 2026 - Python
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
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
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
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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
📊 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 19, 2026 - Jupyter Notebook
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