Daily notes on AI papers
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
Transition Network Analysis R package
Monitorización de alumnos en la plataforma Moodle
Source code and data for the EDM 2022 paper
Data Science Portfolio for Andrew DeCotiis-Mauro. Covers topics such as CEO compensation, congressional partisanship, web scraping, grade analysis and education.
It is a machine learning model combines two computational intelligence approaches: Genetic Algorithm and Decision Tree. The nome of model (EvolveDTree) represents a acronymous to "Evolved Decision Tree".
This repository contains all my work for my Machine Learning Project
Python Data Mining Tool that analyzes grading patterns.
Code of "Educational Data Mining Discovering Principal Factors for Better Academic Performance", the paper was published on the 3rd International Conference on Big Data Engineering and Technology (BDET 2021)
A recommender system based on data provided by MHRD on colleges and universities in India. Website-
Learning analytics methods and tutorials - A practical guide using R
Accessible Learning Analytic
FATED: Fairness, Accountability, and Transparency in Educational Data
Exploratory Data Analysis Course
Regression Machine Learning Pipelines for predicting student performance
Psychometrics and Data Science with R and Python
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