bigdata-ustc / EduKTMLinks
The Model Zoo of Knowledge Tracing Models
☆244Updated last year
Alternatives and similar repositories for EduKTM
Users that are interested in EduKTM are comparing it to the libraries listed below
Sorting:
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆280Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆334Updated 3 months ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Updated 4 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆129Updated 4 years ago
- ☆16Updated 2 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 4 years ago
- ☆115Updated 5 years ago
- ☆16Updated last year
- ☆55Updated last year
- A collection of Knowledge Tracing model implementations with PyTorch☆175Updated 3 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Updated 2 years ago
- ☆19Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆29Updated last year
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆43Updated 9 months ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆175Updated last year
- ☆90Updated last year
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- ☆66Updated 6 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- ☆168Updated 2 years ago
- ☆13Updated 7 months ago
- Learning Behavior-oriented Knowledge Tracing☆18Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆79Updated 2 years ago
- Knowledge Tracing Models with PyTorch☆88Updated last year
- Simple and performant implementations of learner performance prediction algorithms.☆54Updated last year
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago
- ☆28Updated 4 years ago
- ☆18Updated 5 years ago