Pinned Repositories
EduCAT
Computerized Adaptive Testing
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).
EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
EduKTM
The Model Zoo of Knowledge Tracing Models
EduNLP
A library for advanced Natural Language Processing towards multi-modal educational items.
EduX
Pretty collections of tools for educational data mining.
ekt
Neural_Cognitive_Diagnosis-NeuralCD
QM9nano4USTC
中科大数据科学导论课程实验-QM9数据集
RCD
Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)
BigData Lab @USTC 中科大大数据实验室's Repositories
bigdata-ustc/EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
bigdata-ustc/EduKTM
The Model Zoo of Knowledge Tracing Models
bigdata-ustc/Neural_Cognitive_Diagnosis-NeuralCD
bigdata-ustc/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).
bigdata-ustc/EduNLP
A library for advanced Natural Language Processing towards multi-modal educational items.
bigdata-ustc/EduCAT
Computerized Adaptive Testing
bigdata-ustc/RCD
Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)
bigdata-ustc/XCrossNet
bigdata-ustc/TechCD
Source codes and datasets for paper "Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis" (SIGIR'2023)
bigdata-ustc/NCAT
bigdata-ustc/QuesCo
Source code for the AAAI 2023 paper "Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training"
bigdata-ustc/hms
bigdata-ustc/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)
bigdata-ustc/CLAPF-MPR
bigdata-ustc/DisenQNet
Code and data for DisenQNet
bigdata-ustc/LeAp
bigdata-ustc/CAT4AI
Adaptive Testing Framework for AI Models (Psychometrics in AI Evaluation)
bigdata-ustc/CrowdAR
bigdata-ustc/nl4opt
Team Long solution for NeurIPS 2022 NL4Opt Competition
bigdata-ustc/UMTPE
bigdata-ustc/DAISim
bigdata-ustc/EduKTM-BKT
The Model Zoo of Knowledge Tracing Models
bigdata-ustc/SECAT
bigdata-ustc/UATS
bigdata-ustc/Agent4Edu
bigdata-ustc/CoCD
Source codes and datasets for "CoCD: Knowledge Concept Graph-empowered Cognitive Diagnosis"
bigdata-ustc/Collaborative-Cognitive-Diagnosis-with-Disentangled-Representation-Learning
An implementation of Collaborative Cognitive Diagnosis with Disentangled Representation Learning.
bigdata-ustc/PaperLM
bigdata-ustc/PST
bigdata-ustc/rhms