Discover bigdata-ustc/TechCD Open Source project

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bigdata-ustc

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

EduKTM

The Model Zoo of Knowledge Tracing Models

Python

195

Neural_Cognitive_Diagnosis-NeuralCD

Python

123

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).

Python

119

ekt

Python

EduNLP

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

Python

EduCAT

Computerized Adaptive Testing

Python

RCD

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

QM9nano4USTC

XCrossNet

NCAT

Long-term-Joint-Scheduling

Long-term Joint Scheduling for Urban Traffic

Python

EduX

Pretty collections of tools for educational data mining.

ICD

Incremental Cognitive Diagnosis for Intelligent Education

Python

CLAPF-MPR

Java

Coral

Python

CAT4AI

Adaptive Testing Framework for AI Models (Psychometrics in AI Evaluation)

Python

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)

SECAT

Python

bigdata-ustc/TechCD

bigdata-ustc

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