BigData Lab @USTC 中科大大数据实验室

BigData Lab @USTC 中科大大数据实验室's repositories

EduData

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

Language:PythonApache-2.0277 5 16

EduKTM

The Model Zoo of Knowledge Tracing Models

Language:PythonApache-2.0239 8 26

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).

Language:PythonApache-2.0168 9 17

EduCAT

Computerized Adaptive Testing

Language:PythonMIT69 2 3

EduNLP

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

Language:PythonApache-2.060035

Agent4Edu

Agent4Edu: Generating Learner Response Data by LLM-based Agents for Intelligent Education Systems (AAAI 2025)

Language:Python56 4 2

RCD

Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)

Language:Python39 40

TechCD

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

Language:Python19 2 2

XCrossNet

Language:Python12 20

Zero-1-to-3

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)

Language:Python11 2 1