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@bigdata-ustc

BigData Lab @USTC 中科大大数据实验室

中国科学技术大学大数据实验室

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  1. Neural_Cognitive_Diagnosis-NeuralCD Neural_Cognitive_Diagnosis-NeuralCD Public

    Python 140 51

  2. EduX EduX Public

    Pretty collections of tools for educational data mining.

    8 4

  3. EduData EduData Public

    Forked from tswsxk/EduData

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

    Python 231 66

  4. EduCDM EduCDM Public

    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…

    Python 126 52

  5. EduKTM EduKTM Public

    The Model Zoo of Knowledge Tracing Models

    Python 197 63

  6. EduNLP EduNLP Public

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

    Python 52 18

Repositories

Showing 10 of 67 repositories
  • Zero-1-to-3 Public

    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/Zero-1-to-3’s past year of commit activity
    Python 7 3 1 0 Updated Nov 15, 2024
  • Coral Public
    bigdata-ustc/Coral’s past year of commit activity
    Python 3 0 0 0 Updated Nov 13, 2024
  • CCAT Public
    bigdata-ustc/CCAT’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 8, 2024
  • RCD Public

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

    bigdata-ustc/RCD’s past year of commit activity
    Python 32 11 0 0 Updated Oct 30, 2024
  • EduCDM Public

    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/EduCDM’s past year of commit activity
    Python 126 Apache-2.0 52 4 0 Updated Oct 25, 2024
  • CAT4AI Public

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

    bigdata-ustc/CAT4AI’s past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Oct 1, 2024
  • Cross-Domain-CD-Demo Public
    bigdata-ustc/Cross-Domain-CD-Demo’s past year of commit activity
    Python 1 0 0 0 Updated Sep 25, 2024
  • EduCAT Public

    Computerized Adaptive Testing

    bigdata-ustc/EduCAT’s past year of commit activity
    Python 45 MIT 18 2 0 Updated Aug 9, 2024
  • Agent4Edu Public
    bigdata-ustc/Agent4Edu’s past year of commit activity
    0 0 0 0 Updated Jul 20, 2024
  • CoCD Public

    Source codes and datasets for "CoCD: Knowledge Concept Graph-empowered Cognitive Diagnosis"

    bigdata-ustc/CoCD’s past year of commit activity
    0 0 0 0 Updated Jun 14, 2024
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