educational-data-mining

There are 8 repositories under educational-data-mining topic.

• jhljx / GKT

  Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

  knowledge-tracingknowledge-tracing-modelsgraph-based-learninggraph-based-modeledge-inferencetime-serieseducational-data-mining
  Language:Python 102

• xiaopengguo / ATKT

  "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).

  adversarial-trainingeducational-data-miningknowledge-tracing
  Language:Python 27

• pnb / dlwed17

  Unsupervised Deep Autoencoders for Feature Extraction with Educational Data

  edmeducational-data-mining
  Language:Python 16

• yjx0003 / UBUMonitor

  Monitorización de alumnos en la plataforma Moodle

  moodleeducational-data-miningjavafxwebservicejsonchartjs
  Language:Java 13

• AkihikoWatanabe / paper_notes

  たまに追加される論文メモ

  adaptive-learningblogcomputer-visioneducational-data-mininglanguage-modellearning-analyticsmachine-learningnlpnotespaperrecommender-systemstechnology
  Language:HTML 12

• anaistack / ai-teacher-test

  Source code and data for the EDM 2022 paper

  comparative-judgementgpt-3natural-language-generationnatural-language-processingpystanstan-languagebradley-terrychatbotsconversational-agentseducational-data-miningevaluation-methodlanguage-educationmathematics-educationpairwise-comparisonseducational-dialoguestudent-teacher-dialogueeducational-nlpbayesian-inferencestan
  Language:Python 10

• kaumaron / Data_Science

  Data Science Portfolio for Andrew DeCotiis-Mauro. Covers topics such as CEO compensation, congressional partisanship, web scraping, grade analysis and education.

  data-scienceceo-compensationcongressgradeeducational-data-miningeducationfree-learningportfolio
  Language:Jupyter Notebook 9

• espoirMur / Student-Grade-Predictor

  This repository contains all my work for my Machine Learning Project

  pandasmachine-learningsklearnseabornstatisticsdata-miningnumpyeducationdata-scienceeducational-data-mining
  Language:Jupyter Notebook 5

• csmibrahim / Accessible-Learning-Analytics

  Accessible Learning Analytic

  diydo-it-yourselfedmeducational-data-miningeducational-technologylak19learning-analyticsmoodle-analyticspredictive-learning-analytics
  Language:Jupyter Notebook 4

• Fordham-EDM-Lab / Grading-Analysis-Tool

  Python Data Mining Tool that analyzes grading patterns.

  edmeducationeducational-data-mininggrading-analysisgrading-patternsresearchuniversity-data
  Language:Python 4

• upadhyatejas / Analysis-and-Predications-of-Higher-Education-in-India

  A recommender system based on data provided by MHRD on colleges and universities in India. Website-

  clusteringkmeans-clusteringkmeans-clustering-algorithmgaussiangmm-clusteringpandassklearneducational-data-miningdata-mining
  Language:Jupyter Notebook 4

• gassantos / evolvedtree

  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".

  machine-learninghigher-educationdecision-treegenetic-algorithmeducational-data-mining
  Language:Jupyter Notebook 3

• jilljenn / fatedm

  FATED: Fairness, Accountability, and Transparency in Educational Data

  fairnesseducational-data-miningfairness-mlworkshop
  Language:HTML 3

• yucheng9 / Educational-Data-Mining-Project

  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)

  educational-data-mining
  Language:Jupyter Notebook 2

• antonisleventakis / Predicting-Student-Final-Grades-with-Regression-Models

  Regression Machine Learning Pipelines for predicting student performance

  datadata-preprocessingdata-scienceeducationaleducational-data-miningmachine-learningminingneural-networksemi-supervised-learningtensorflow
  Language:Python 1

• espoirMur / FinalYearProjectReport

  This project contain the latex report of my final year project about student orientation with data mining

  latex-reportdata-miningstudent-orientationeducational-data-mining
  Language:TeX 1

• importrayhan / Exam-Result-with-Deep-Learning

  Our full length research is finally acknowledged through double-blind review procedure.

  educational-data-miningexplainable-ailarge-scale-machine-learning
  1

• JayAhn0104 / Reading-List

  A Curated List of Learning Materials on Machine Learning

  reading-listlearning-materialsmachine-learningdeep-learningrecommender-systemlearning-materiallearning-resourceseducational-data-miningknowledge-tracing
  1

• lamethods / lamethods.github.io

  Learning analytics methods and tutorials - A practical guide using R

  clusteringeducational-data-mininglearning-analyticsmarkov-modelnetwork-analysispredictionprocess-miningpsychometricsrsequence-analysisstatisticstraminervisualization
  Language:HTML 1

• Lightbridge-KS / moodleQuiz

  A high-level R 📦 for clean, filter, and combine 🎓 Moodle Quiz Report

  moodledata-wranglerr-packageeducational-data-mining
  Language:R 1

• luisa-alr / Grading-Analysis-Tool

  Python Data Mining Tool that analyzes Grading Patterns.

  edmeducational-data-mininguniversity-datagrading-analysisgrading-patterns
  Language:Python 1

• okanbulut / blog

  Psychometrics and Data Science with R and Python

  psychometricsdatasciencerprogrammingeducationpsychologystatisticsedmeducational-data-mining
  Language:HTML 1

• marcosspalenza / dissertacao_mestrado

  Dissertação de Mestrado apresentada ao Programa de Pós-Graduação em Informática - PPGI da Universidade Federal do Espírito Santo - UFES

  master-thesisnatural-language-processingsemisupervised-learningeducational-data-mining
  Language:TeX 0

• marcosspalenza / feature-map

  A Genetic Algorithm to optimize textual features by their relevance, highlighting them in HTML.

  genetic-algorithmdata-visualizationeducational-data-mining
  Language:Python 0

• sagarikamehta / Students-Academic-Result-Analysis

  R (RStudio) | ggplot2 | k-means clustering | Analyzed the 2015-16 and 2016-17 academic result datasets of all my batchmates using cluster analysis to segment them into groups, detect outliers in their academic performance and analyze it for better refinement of habits to help improve their future academic results.

  rrstudioggplot2k-means-clusteringcluster-analysisunsupervised-learningeducational-data-mining
  0

• Zarharan / Educational-Data-Mining

  Data mining on the information of whole Iranian students

  dataminingeducational-data-mininggpa-predictionmachine-learning
  Language:Jupyter Notebook 0

• dharmangbhavsar / Predicting-Wheel-Spinning

  Educational Data Mining Research Project to predict whether a student is wheel spinning or not.

  bayesian-statisticsbkt-transitionpython3pandasnumpyeducational-data-mining
  Language:Python

• Ellie190 / Student-Segmentation

  Web-based Clustering Application Using a Shiny Framework for Determining Student Engagement Levels in Virtual Learning Environments

  bs4dashcluster-analysisdata-visualizationdescriptive-analyticseducational-data-mininggaussian-mixture-modelsk-means-clusteringrshinydashboard
  Language:Jupyter Notebook

• ilya101010 / monvoscrap

  Data scraping tool of Russian govt HE data

  educationeducational-data-miningrussiascraping-websites
  Language:Python

• persai-lab / persai-lab.github.io

  Personalized AI Lab

  recommender-systemeducational-data-mininglearning-analyticsmachine-learningdata-mining
  Language:HTML
• Ensemble-ML-for-High-stakes-exams

  SMARTDXCLOUD / Ensemble-ML-for-High-stakes-exams

  Early Prediction of Students' Performance in High-Stakes Examinations Using Machine Learning Approaches

  artificial-intelligenceeducational-data-miningmachine-learningpythonhigh-stakes-examination
  Language:Python

• YasinEnigma / EDA

  Exploratory Data Analysis Course

  accidents-analysisdata-analysisdata-scienceedaeducationaleducational-data-miningexploratory-data-analysismachine-learning
  Language:Jupyter Notebook