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

EduStudio is a Unified Library for Student Cognitive Modeling including Cognitive Diagnosis (CD) and Knowledge Tracing (KT).

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)

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

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

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)

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

Resources About Student Cognitive Modeling

[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)