Repositories list

• 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)

  personalized-learningcold-startstudent-modeling+ 10fine-tuningpre-trainingcognitive-diagnosismulti-source-domain-adaptationcross-domain-adaptationai-for-educationeducational-big-data+ 3

  Python

  •3•6•1•0•Updated Nov 15, 2024Nov 15, 2024

• Coral

  Public
  Python

  •0•1•0•0•Updated Nov 13, 2024Nov 13, 2024

• CCAT

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

• RCD

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

  Python

  •11•32•0•0•Updated Oct 30, 2024Oct 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).

  studentsmodel-zoopytorch+ 14irtmirtcdmitem-response-theorypsychometricsirrdina+ 7

  Python

  •

  Apache License 2.0

  •52•123•3•0•Updated Oct 25, 2024Oct 25, 2024

• CAT4AI

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

  psychometricsadaptive-testingai-evaluation

  Jupyter Notebook

  •

  MIT License

  •1•2•0•0•Updated Oct 1, 2024Oct 1, 2024

• Cross-Domain-CD-Demo

  Public
  Python

  •0•1•0•0•Updated Sep 25, 2024Sep 25, 2024

• EduCAT

  Public
  Computerized Adaptive Testing

  Python

  •

  MIT License

  •18•45•2•0•Updated Aug 9, 2024Aug 9, 2024

• Agent4Edu

  Public
  0•0•0•0•Updated Jul 20, 2024Jul 20, 2024

• CoCD

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

  0•0•0•0•Updated Jun 14, 2024Jun 14, 2024

• UATS

  Public
  Python

  •1•1•0•0•Updated May 15, 2024May 15, 2024

• Collaborative-Cognitive-Diagnosis-with-Disentangled-Representation-Learning

  Public
  An implementation of Collaborative Cognitive Diagnosis with Disentangled Representation Learning.

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

• EduNLP

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

  formulanatural-language-processingword2vec+ 6tokenizerkatexdoc2vecpythonmachine-learningdeep-learning

  Python

  •

  Apache License 2.0

  •18•51•3•0•Updated Mar 20, 2024Mar 20, 2024

• TechCD

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

  cognitive-diagnosiseducational-big-data

  Python

  •1•11•1•0•Updated Mar 15, 2024Mar 15, 2024

• hms

  Public
  Python

  •

  MIT License

  •6•4•0•0•Updated Mar 15, 2024Mar 15, 2024

• rhms

  Public
  Python

  •

  MIT License

  •2•0•0•0•Updated Mar 15, 2024Mar 15, 2024

• DisenQNet

  Public
  Code and data for DisenQNet

  Python

  •

  MIT License

  •2•3•0•0•Updated Mar 15, 2024Mar 15, 2024

• EduKTM

  Public
  The Model Zoo of Knowledge Tracing Models

  kptsktdkt+ 10aktknowledge-tracing-modelsdkvmndkt-plusekptdynamic-cognitive-diagnosisdeep-knowledge-tracing+ 3

  Python

  •

  Apache License 2.0

  •63•197•8•2•Updated Jan 2, 2024Jan 2, 2024

• DAISim

  Public
  0•1•0•0•Updated Nov 16, 2023Nov 16, 2023

• SECAT

  Public
  Python

  •1•1•2•0•Updated Oct 24, 2023Oct 24, 2023

• UMTPE

  Public
  Python

  •1•0•0•0•Updated Oct 17, 2023Oct 17, 2023

• EduData

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

  educationdatasetluna+ 14olipisa-datapsychometricsknowledge-tracingkddcupmath23kcognitive-diagnosis+ 7

  Python

  •

  Apache License 2.0

  •81•231•5•2•Updated Sep 26, 2023Sep 26, 2023

• XCrossNet

  Public
  Python

  •4•12•0•0•Updated Sep 4, 2023Sep 4, 2023

• PaperLM

  Public
  Python

  •1•0•0•0•Updated Aug 15, 2023Aug 15, 2023

• QuesCo

  Public
  Source code for the AAAI 2023 paper "Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training"

  Python

  •2•6•0•0•Updated Jul 19, 2023Jul 19, 2023

• PST

  Public
  Python

  •3•0•0•0•Updated Apr 21, 2023Apr 21, 2023

• CrowdAR

  Public
  Python

  •1•2•0•0•Updated Apr 19, 2023Apr 19, 2023

• EduKTM-BKT

  Public
  The Model Zoo of Knowledge Tracing Models

  Python

  •

  Apache License 2.0

  •63•1•0•0•Updated Mar 22, 2023Mar 22, 2023

• NCAT

  Public
  Python

  •5•7•1•0•Updated Mar 9, 2023Mar 9, 2023

• Neural_Cognitive_Diagnosis-NeuralCD

  Public
  Python

  •51•139•5•0•Updated Mar 8, 2023Mar 8, 2023