lhuang65 / SGKTLinks
The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction
☆22Updated 3 years ago
Alternatives and similar repositories for SGKT
Users that are interested in SGKT are comparing it to the libraries listed below
Sorting:
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Learning Behavior-oriented Knowledge Tracing☆17Updated last year
- ☆16Updated last year
- ☆19Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 4 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- ☆14Updated 2 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- ☆87Updated last year
- ☆13Updated 6 months ago
- ☆18Updated 5 years 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☆127Updated 4 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 4 years ago
- ☆28Updated 4 years ago
- The Model Zoo of Knowledge Tracing Models☆240Updated last year
- ☆55Updated last year
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆30Updated last year
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆43Updated 7 months ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆24Updated 3 years ago
- Pytorch implementation of DKVMN☆23Updated 5 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Updated 2 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆278Updated 2 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆54Updated last year
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆317Updated last month
- "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).☆31Updated 4 years ago
- ☆112Updated 4 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆19Updated 4 years ago