jhljx / GKT
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
☆108Updated 3 years ago
Related projects: ⓘ
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆65Updated 3 years ago
- ☆93Updated 3 years ago
- Pytorch implementation of DKVMN☆23Updated 4 years ago
- The Model Zoo of Knowledge Tracing Models☆188Updated 8 months ago
- ☆51Updated 3 months ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- ☆77Updated 3 months ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 2 years ago
- ☆27Updated 3 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆122Updated 2 years ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆15Updated 2 years ago
- Knowledge Tracing Models with PyTorch☆86Updated last month
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 2 years ago
- ☆15Updated 4 months ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆113Updated 5 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆94Updated 3 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆43Updated 3 months ago
- ☆18Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆24Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆20Updated 3 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆39Updated 3 years ago
- ☆12Updated last year
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆24Updated 4 months ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆207Updated this week
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆55Updated 2 years ago
- ☆37Updated 4 years ago
- ☆34Updated 4 years ago