lucy66666 / OKTLinks
Code for Open-ended Knowledge Tracing
☆23Updated 2 years ago
Alternatives and similar repositories for OKT
Users that are interested in OKT are comparing it to the libraries listed below
Sorting:
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆277Updated 2 years ago
- The Model Zoo of Knowledge Tracing Models☆239Updated last year
- ☆55Updated last year
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆38Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆312Updated last month
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆78Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆30Updated last year
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆27Updated 2 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆126Updated 4 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 3 years ago
- ☆64Updated 5 years ago
- ☆112Updated 4 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆170Updated 3 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago
- Computerized Adaptive Testing☆68Updated last year
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆18Updated 4 years ago
- ☆16Updated last year
- Knowledge Tracing Models with PyTorch☆88Updated last year
- ☆18Updated 3 years ago
- ☆87Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆79Updated 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…☆336Updated 5 years ago
- ☆13Updated 6 months ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆167Updated last year
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆58Updated 3 years ago
- A large-scale knowledge repository for adaptive learning, learning analytics, and knowledge discovery in MOOCs, hosted by THU KEG.☆139Updated last year
- Simple and performant implementations of learner performance prediction algorithms.☆54Updated last year