Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
A library of algorithms for reproducing knowledge tracing, cognitive diagnosis, exercise recommendation and learning path recommendation models.
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
Unsupervised Deep Autoencoders for Feature Extraction with Educational Data
Source code and data for the EDM 2022 paper
Python Data Mining Tool that analyzes grading patterns.
Regression Machine Learning Pipelines for predicting student performance
Python package for sequential pattern analysis using the GSP algorithm, supporting course sequencing and other applications.
Python Data Mining Tool that analyzes Grading Patterns.
Data scraping tool of Russian govt HE data
A Genetic Algorithm to optimize textual features by their relevance, highlighting them in HTML.
Code for ACCoding Dataset Research Paper
Educational Data Mining Research Project to predict whether a student is wheel spinning or not.
Early Prediction of Students' Performance in High-Stakes Examinations Using Machine Learning Approaches
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