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).
☆183Oct 25, 2024Updated last year
Alternatives and similar repositories for EduCDM
Users that are interested in EduCDM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆170Mar 8, 2023Updated 3 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆291Sep 26, 2023Updated 2 years ago
- Source codes and datasets for paper "RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems" (SIGIR'2021)☆40Oct 30, 2024Updated last year
- The Model Zoo of Knowledge Tracing Models☆250Jan 2, 2024Updated 2 years ago
- ☆16Feb 18, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [WWW 2024] Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems☆11Apr 18, 2024Updated last year
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆44Mar 24, 2025Updated last year
- [NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels☆16Mar 13, 2024Updated 2 years ago
- ☆42Aug 14, 2019Updated 6 years ago
- Teacher Ma's resource sharing group☆26Mar 18, 2026Updated 3 weeks ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- A library for advanced Natural Language Processing towards multi-modal educational items.☆62Mar 20, 2024Updated 2 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Sep 14, 2023Updated 2 years ago
- psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(com…☆234Nov 16, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆81May 3, 2023Updated 2 years ago
- ☆15Jan 2, 2022Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 2 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆188Jun 16, 2022Updated 3 years ago
- ☆16May 14, 2024Updated last year
- The data and source code for the paper "MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student M…☆59Oct 7, 2024Updated last year
- Learning Behavior-oriented Knowledge Tracing☆19Apr 16, 2024Updated last year
- Dynamic Graph for Adaptive Knowledge Tracing☆34Apr 8, 2024Updated 2 years ago
- [Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling☆72Jan 6, 2026Updated 3 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆122Dec 4, 2020Updated 5 years ago
- ☆20Nov 30, 2021Updated 4 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- GDINA☆32Mar 27, 2026Updated 2 weeks ago
- The simulator for education☆28Aug 1, 2021Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Aug 24, 2021Updated 4 years ago
- Additive factors model and additive factors model with slip implemented in python☆22Jan 19, 2021Updated 5 years ago
- Pretty collections of tools for educational data mining.☆11Aug 1, 2021Updated 4 years ago
- Resources About Student Cognitive Modeling☆12Aug 1, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Framework for Reproducible ExperimenTs☆21Apr 6, 2022Updated 4 years ago
- ☆92Jun 21, 2024Updated last year
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 8 months ago
- ☆27Aug 20, 2021Updated 4 years ago
- Pytorch implementation of DKVMN☆23Jun 11, 2020Updated 5 years ago
- ☆27Feb 18, 2020Updated 6 years ago