theophilegervet / learner-performance-predictionLinks
Simple and performant implementations of learner performance prediction algorithms.
☆49Updated 11 months ago
Alternatives and similar repositories for learner-performance-prediction
Users that are interested in learner-performance-prediction are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of DKVMN☆23Updated 4 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆118Updated 6 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 3 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆100Updated 4 years ago
- ☆105Updated 4 years ago
- Knowledge Tracing Models with PyTorch☆87Updated 9 months ago
- ☆18Updated 5 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆125Updated 4 years ago
- ☆84Updated 11 months ago
- ☆16Updated 3 years ago
- ☆28Updated 3 years ago
- ☆54Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆136Updated 5 years ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆18Updated 2 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- ☆40Updated 5 years ago
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- The Model Zoo of Knowledge Tracing Models☆218Updated last year
- ☆13Updated 2 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆156Updated 2 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Updated 3 years ago
- ☆15Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 7 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆46Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated last year
- ☆13Updated 6 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago