Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

[Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling

GDINA

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)

[NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels

Source codes and datasets for paper "Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis" (SIGIR'2023)

Official code of HierCDF @ SIGKDD2022

R package for the Bayesian estimation of diagnostic classification models using Stan

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)

Resources About Student Cognitive Modeling

ICD: A New Interpretable Cognitive Diagnosis Model for Intelligent Tutor Systems

[ICDM-2024] "DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation"

[TKDE-2024] "RDGT: Enhancing Group Cognitive Diagnosis with Relation-Guided Dual-Side Graph Transformer"

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)