githubg0 / CoKT
Implementation of Improving Knowledge Tracing with Collaborative Information
☆17Updated 3 years ago
Alternatives and similar repositories for CoKT:
Users that are interested in CoKT are comparing it to the libraries listed below
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆18Updated 2 years ago
- ☆15Updated 8 months ago
- ☆15Updated 3 years ago
- ☆11Updated last year
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 2 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆70Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆20Updated 3 years ago
- ☆53Updated 7 months ago
- ☆18Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆26Updated 8 months ago
- The Model Zoo of Knowledge Tracing Models☆201Updated last year
- Learning Behavior-oriented Knowledge Tracing☆12Updated 9 months ago
- ☆27Updated 3 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- ☆80Updated 6 months ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆116Updated 3 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆32Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- ☆62Updated 5 years ago
- Pytorch implementation of DKVMN☆24Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆240Updated last year
- ☆12Updated last year
- ☆96Updated 4 years ago
- ☆147Updated last year
- Simple and performant implementations of learner performance prediction algorithms.☆47Updated 7 months ago
- ☆40Updated 5 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 3 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆142Updated 2 years ago