bigdata-ustc / EduXLinks
Pretty collections of tools for educational data mining.
☆10Updated 4 years ago
Alternatives and similar repositories for EduX
Users that are interested in EduX are comparing it to the libraries listed below
Sorting:
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆282Updated 2 years ago
- The Model Zoo of Knowledge Tracing Models☆244Updated 2 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆176Updated last year
- A collection of Knowledge Tracing model implementations with PyTorch☆175Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆132Updated 4 years ago
- ☆116Updated 5 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆336Updated 3 months ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆29Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆79Updated 2 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Updated 4 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆54Updated last year
- ☆16Updated 2 years ago
- Knowledge Tracing Models with PyTorch☆89Updated last year
- ☆55Updated last year
- EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more t…☆345Updated 5 years ago
- ☆27Updated 4 years ago
- Pytorch implementation of DKVMN☆23Updated 5 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 4 years ago
- ☆168Updated 2 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Updated 2 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆23Updated 6 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 4 years ago
- Computerized Adaptive Testing☆71Updated last year
- ☆13Updated 8 months ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆138Updated 4 months ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆122Updated 7 years ago
- ☆66Updated 6 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago