lucy66666 / OKT
Code for Open-ended Knowledge Tracing
☆20Updated last year
Alternatives and similar repositories for OKT:
Users that are interested in OKT are comparing it to the libraries listed below
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆33Updated last year
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆70Updated 3 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆240Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- The Model Zoo of Knowledge Tracing Models☆201Updated last year
- ☆53Updated 7 months ago
- A collection of Knowledge Tracing model implementations with PyTorch☆142Updated 2 years ago
- ☆62Updated 5 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆133Updated 2 months ago
- ☆12Updated 3 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆71Updated last year
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆116Updated 3 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆20Updated 3 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆26Updated 8 months ago
- ☆34Updated 5 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- ☆26Updated 3 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆19Updated 3 years ago
- ☆96Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 2 years ago
- ☆15Updated 8 months ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆244Updated last month
- It is the DKT+ model implemented in python3 and tensorflow1.2☆115Updated 6 years ago
- ☆80Updated 6 months ago
- ☆15Updated 3 years ago
- The data and source code for the paper "MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student M…☆33Updated 3 months ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 5 years ago