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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 126 48

  2. EduX EduX Public

    Pretty collections of tools for educational data mining.

    6 4

  3. EduData EduData Public

    Forked from tswsxk/EduData

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

    Python 200 63

  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 107 48

  5. EduKTM EduKTM Public

    The Model Zoo of Knowledge Tracing Models

    Python 171 60

  6. EduNLP EduNLP Public

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

    Python 49 18

Repositories

Showing 10 of 60 repositories
  • EduCAT Public

    Computerized Adaptive Testing

    Python 30 MIT 11 1 0 Updated Apr 5, 2024
  • Collaborative-Cognitive-Diagnosis-with-Disentangled-Representation-Learning Public

    An implementation of Collaborative Cognitive Diagnosis with Disentangled Representation Learning.

    0 1 0 0 Updated Mar 25, 2024
  • RCD Public

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

    Python 29 8 0 0 Updated Mar 24, 2024
  • EduNLP Public

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

    Python 49 Apache-2.0 18 2 0 Updated Mar 20, 2024
  • TechCD Public

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

    Python 9 1 0 0 Updated Mar 15, 2024
  • hms Public Forked from l-xin/hms
    Python 4 MIT 6 0 0 Updated Mar 15, 2024
  • rhms Public Forked from l-xin/rhms
    Python 0 MIT 1 0 0 Updated Mar 15, 2024
  • DisenQNet Public Forked from l-xin/DisenQNet

    Code and data for DisenQNet

    Python 3 MIT 2 0 0 Updated Mar 15, 2024
  • 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)

    2 2 0 0 Updated Mar 14, 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).

    Python 107 Apache-2.0 48 2 4 Updated Feb 8, 2024