bigdata-ustc / EduKTM
The Model Zoo of Knowledge Tracing Models
☆206Updated last year
Alternatives and similar repositories for EduKTM:
Users that are interested in EduKTM are comparing it to the libraries listed below
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆247Updated last year
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆72Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆121Updated 4 years ago
- ☆16Updated 10 months ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆253Updated this week
- ☆12Updated 2 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆148Updated 2 years ago
- ☆100Updated 4 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆143Updated 5 months ago
- ☆54Updated 9 months ago
- ☆148Updated 2 years ago
- ☆82Updated 9 months ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 4 years ago
- ☆15Updated 3 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆34Updated last year
- ☆63Updated 5 years ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆18Updated 2 years ago
- ☆13Updated last year
- Learning Behavior-oriented Knowledge Tracing☆13Updated 11 months ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆116Updated 6 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated 10 months ago
- Simple and performant implementations of learner performance prediction algorithms.☆47Updated 9 months ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆71Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 3 years ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆20Updated 2 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆99Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 3 years ago