xiaopengguo / ATKTLinks
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
☆28Updated 3 years ago
Alternatives and similar repositories for ATKT
Users that are interested in ATKT are comparing it to the libraries listed below
Sorting:
- ☆54Updated last year
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 5 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 3 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 3 years ago
- ☆64Updated 5 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆18Updated 3 years ago
- ☆28Updated 3 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 4 years ago
- ☆16Updated 3 years ago
- ☆18Updated 5 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable person…☆53Updated 2 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆36Updated last year
- ☆105Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- ☆34Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆136Updated 5 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆22Updated 4 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- ☆84Updated 11 months ago
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆30Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 7 years ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆18Updated 2 years ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆20Updated 2 years ago
- ☆40Updated 5 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated last year
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Updated 3 years ago