jarviszhb / KnowledgeTracingLinks
Some implementations of knowledge tracing with pytorch
☆26Updated 4 years ago
Alternatives and similar repositories for KnowledgeTracing
Users that are interested in KnowledgeTracing are comparing it to the libraries listed below
Sorting:
- ☆85Updated last year
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆125Updated 4 years ago
- ☆106Updated 4 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- Pytorch implementation of DKVMN☆23Updated 5 years ago
- ☆28Updated 3 years ago
- The Model Zoo of Knowledge Tracing Models☆222Updated last year
- It is the DKT+ model implemented in python3 and tensorflow1.2☆119Updated 6 years ago
- ☆18Updated 5 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆46Updated 4 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Updated 3 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- ☆13Updated 2 months ago
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆30Updated 4 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆100Updated 4 years ago
- ☆13Updated 2 years ago
- ☆16Updated last year
- ☆17Updated 3 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated last year
- Knowledge Tracing Models with PyTorch☆87Updated 11 months ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆19Updated 3 years ago
- ☆54Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆268Updated last year
- A collection of Knowledge Tracing model implementations with PyTorch☆159Updated 3 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆287Updated 2 months ago
- Simple and performant implementations of learner performance prediction algorithms.☆50Updated last year
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- ☆34Updated 5 years ago