[Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling
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Oct 15, 2025 - Python
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cognitive-diagnosis
Here are 18 public repositories matching this topic...
R package for the Bayesian estimation of diagnostic classification models using Stan
r rstats rstan bayesian stan r-package cdm dcm psychometrics cognitive-diagnostic-models cognitive-diagnosis cmdstanr diagnostic-classification-models
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Sep 26, 2025 - R
Migrated to pyedmine
deep-learning knowledge-tracing dkt paper-collection cognitive-diagnosis ncd exercise-recommendation dataset-collection deep-knowledge-tracing dataset-info model-ranking-list neural-cognitive-diagnosis
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Sep 4, 2025 - Python
A library of algorithms for reproducing knowledge tracing, cognitive diagnosis, exercise recommendation and learning path recommendation models.
reinforcement-learning deep-learning educational-data-mining knowledge-tracing cognitive-diagnosis exercise-recommendation learning-path-recommendation
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Sep 3, 2025 - Python
GDINA
cran r cdm dcm dino item-response-theory psychometrics estimation-models dina-model gdina cognitive-diagnosis
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Jul 2, 2025 - R
Agent4Edu: Generating Learner Response Data by LLM-based Agents for Intelligent Education Systems (AAAI 2025)
agent personalized-learning data-simulation aaai item-response-theory computerized-adaptive-testing human-learning cognitive-diagnosis user-simulation llm chatgpt llm-based-agent agent4edu intelligent-education aaai-25
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May 10, 2025 - 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" (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
[TKDE-2024] "RDGT: Enhancing Group Cognitive Diagnosis with Relation-Guided Dual-Side Graph Transformer"
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Nov 9, 2024 - Python
[ICDM-2024] "DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation"
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Nov 9, 2024 - Python
Resources About Student Cognitive Modeling
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Aug 1, 2024
Source codes and datasets for paper "Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis" (SIGIR'2023)
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Mar 15, 2024 - Python
[NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels
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Mar 13, 2024 - Python
ICD: A New Interpretable Cognitive Diagnosis Model for Intelligent Tutor Systems
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Mar 4, 2024 - Jupyter Notebook
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
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
education dataset luna oli pisa-data psychometrics knowledge-tracing kddcup math23k cognitive-diagnosis datasets-education assistments junyi assistment-dataset nips2020 ednet kddcup2010
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Sep 26, 2023 - Python
变分推断在教育测量模型中的应用（项目反应理论，认知诊断模型） variational inference for psychometrics model (item response theoy, cognitive diagnosis models)
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Jul 6, 2023 - Python
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
education dataset psychometrics knowledge-tracing cognitive-diagnosis datasets-education edudata pisa2015-science assistments junyi
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May 3, 2023 - Python
Official code of HierCDF @ SIGKDD2022
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Aug 14, 2022 - Python
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