bigdata-ustc/EduCDM

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Python
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Apache License 2.0
Created over 3 years ago
Updated 8 months ago

bigdata-ustc/EduCDM

bigdata-ustc

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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

Neural_Cognitive_Diagnosis-NeuralCD

ekt

EduNLP

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

EduCAT

Computerized Adaptive Testing

RCD

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

QM9nano4USTC

中科大数据科学导论课程实验-QM9数据集

XCrossNet

NCAT

Long-term-Joint-Scheduling

Long-term Joint Scheduling for Urban Traffic

TechCD

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

EduX

Pretty collections of tools for educational data mining.

ICD

Incremental Cognitive Diagnosis for Intelligent Education

CLAPF-MPR

CAT4AI

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

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