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).
☆158Updated 8 months ago
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☆268Updated last year
- ☆157Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆287Updated 2 months ago
- The Model Zoo of Knowledge Tracing Models☆222Updated last year
- Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)☆38Updated 8 months ago
- ☆106Updated 4 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆39Updated 3 months ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆76Updated 2 years ago
- A large-scale knowledge repository for adaptive learning, learning analytics, and knowledge discovery in MOOCs, hosted by THU KEG.☆127Updated last year
- Computerized Adaptive Testing☆62Updated 11 months ago
- The data and source code for the paper "MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student M…☆47Updated 9 months ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆125Updated 4 years ago
- ☆54Updated last year
- ☆64Updated 5 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 4 years ago
- Official code of HierCDF @ SIGKDD2022☆12Updated 2 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- A library for advanced Natural Language Processing towards multi-modal educational items.☆56Updated last year
- ☆40Updated 5 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- [NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels☆14Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- ☆85Updated last year
- ☆13Updated 2 months ago
- ☆17Updated 3 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Updated 3 years ago
- ☆13Updated 2 years ago
- ☆16Updated last year
- Migrated to pyedmine☆17Updated 2 months ago