EduX

Pretty collections of tools for educational data mining.

Dataset

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

Item Modeling

EduNLP: A library for advanced Natural Language Processing towards multi-modal educational items.

User Modeling

EduCDM: The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT), Deterministic Input, Noisy "And" model(DINA), and advanced Fuzzy Cognitive Diagnosis Framework (FuzzyCDF), Neural Cognitive Diagnosis Model (NCDM) and Item Response Ranking framework (IRR).

EduKTM: The Model Zoo of Knowledge Tracing Models

Learning Progress

EduRec (TBA)

EduSim (TBA)