pykt-team / pykt-toolkitLinks
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
☆349Updated 3 weeks ago
Alternatives and similar repositories for pykt-toolkit
Users that are interested in pykt-toolkit are comparing it to the libraries listed below
Sorting:
- The Model Zoo of Knowledge Tracing Models☆247Updated 2 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆286Updated 2 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆43Updated 10 months ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Updated 4 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆180Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆132Updated 4 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆177Updated last year
- ☆120Updated 5 years ago
- ☆16Updated 2 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆29Updated last year
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 4 years ago
- ☆56Updated last year
- ☆16Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Updated 2 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- ☆19Updated 4 years ago
- ☆170Updated 2 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 4 years ago
- Migrated to pyedmine☆16Updated 5 months ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆24Updated 3 years ago
- ☆91Updated last year
- Learning Behavior-oriented Knowledge Tracing☆18Updated last year
- [Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling☆70Updated last month
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆38Updated 3 months ago
- Official code of HierCDF @ SIGKDD2022☆12Updated 3 years ago
- ☆65Updated 6 years ago
- [NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels☆16Updated last year
- ☆13Updated 9 months ago
- Knowledge Tracing Models with PyTorch☆89Updated last year