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-2.0216 5 15

EduKTM

The Model Zoo of Knowledge Tracing Models

Language:PythonApache-2.0184 8 20

Neural_Cognitive_Diagnosis-NeuralCD

Language:Python132 5 5

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-2.0112 9 12

EduNLP

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

Language:PythonApache-2.050 2 34

EduCAT

Computerized Adaptive Testing

Language:PythonMIT35 2 2

RCD

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

Language:Python29 40

XCrossNet

Language:Python12 30

TechCD

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

Language:Python10 3 1

NCAT

Language:Python7 4 1

QuesCo

Source code for the AAAI 2023 paper "Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training"

Language:Python6 10

CogSolver

Language:Python4 10

hms

Language:PythonMIT4 10

CLAPF-MPR

Language:Java3 20

DisenQNet

Code and data for DisenQNet

Language:PythonMIT3 10

LeAp

Language:Python3 10

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)

3 2 1