bigdata-ustc / EduCDMLinks
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).
☆170Updated last year
Alternatives and similar repositories for EduCDM
Users that are interested in EduCDM are comparing it to the libraries listed below
Sorting:
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆278Updated 2 years ago
- ☆166Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆321Updated 2 months ago
- The Model Zoo of Knowledge Tracing Models☆240Updated last year
- A large-scale knowledge repository for adaptive learning, learning analytics, and knowledge discovery in MOOCs, hosted by THU KEG.☆142Updated last year
- The data and source code for the paper "MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student M…☆48Updated last year
- Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)☆39Updated last year
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆127Updated 4 years ago
- ☆114Updated 4 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆43Updated 7 months ago
- ☆55Updated last year
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Updated 4 years ago
- [NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels☆15Updated last year
- ☆64Updated 6 years ago
- A library for advanced Natural Language Processing towards multi-modal educational items.☆60Updated last year
- Computerized Adaptive Testing☆69Updated last year
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- ☆16Updated last year
- ☆40Updated 6 years ago
- ☆87Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆79Updated 2 years ago
- Official code of HierCDF @ SIGKDD2022☆12Updated 3 years ago
- ☆13Updated 6 months ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Updated 2 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- ☆15Updated 2 years ago
- [Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling☆60Updated last month
- Migrated to pyedmine☆16Updated 2 months ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆30Updated last year