seewoo5 / KT
Knowledge Tracing Models with PyTorch
☆87Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for KT
- ☆93Updated 3 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆40Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆114Updated 3 years ago
- ☆52Updated 5 months ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆95Updated 3 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆68Updated 3 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆114Updated 5 years ago
- ☆40Updated 4 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆131Updated 7 months ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆35Updated last year
- Pytorch implementation of DKVMN☆24Updated 4 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆20Updated 3 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆44Updated 5 months ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- ☆27Updated 3 years ago
- It is the Deep-IRT model implemented in python3 and tensorflow1.13. Deep-IRT model extends the DKVMN model by cooperating with the IRT mo…☆52Updated last year
- ☆25Updated 3 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- The Model Zoo of Knowledge Tracing Models☆196Updated 10 months ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆25Updated 6 months ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 2 years ago
- EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more t…☆264Updated 4 years ago
- ☆79Updated 5 months ago
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆28Updated 3 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆55Updated 3 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆136Updated 5 years ago
- ☆18Updated 4 years ago