learning-analytics
There are 10 repositories under learning-analytics topic.
Apereo-Learning-Analytics-Initiative / OpenLRW
Standards-based learning record warehouse built for a scalable learning analytics environment.
Language:Java 59tl-its-umich-edu / my-learning-analytics
My Learning Analytics (MyLA)
Language:Python 35openfun / ralph
:gear: Ralph, the ultimate Learning Record Store (and more!) for your learning analytics
Language:Python 34PlaypowerLabs / EdOptimize
EdOptimize is an open-source learning analytics platform for K-12 digital learning systems.
Language:R 25juno-hwang / juno-dkt
Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.
Language:Jupyter Notebook 14laser-institute / aera-workshop
This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.
Language:HTML 14AkihikoWatanabe / paper_notes
たまに追加される論文メモ
Language:HTML 12terracotta-education / terracotta
Terracotta (a portmanteau of Tool for Education Research with RAndomized COnTrolled TriAls) is a plug-in to the learning management system that allows the contents of online assignments to be differentiated for experimental treatment variations, and to be assigned randomly to different groups of students. Terracotta also enables privacy protections for student participants, such as informed consent that is hidden from the teacher, filtering of non-consenting participants from result summaries and data exports, and removal of student identifiers from these exports. Terracotta's goal is to lower the technical and methodological barriers to conducting more rigorous and responsible education research.
Language:Java 12cmkumar87 / NUS-MOOC-Transacts-Corpus
An annotated corpus of discussion forum threads from Massive Open Online Courses.
Language:Perl 10This is a work-in-progress repository for a deep learning based moderator agent for critical discourse in discussion forums.
Language:Python 7lumenlearning / rise
RISE Analysis in R
Language:R 7- github2pandas
TUBAF-IFI-DiPiT / github2pandas
Aggregation of GitHub activities and transformation in Pandas Dataframes
Language:Python 6 propol / student-success-research
Research implementation on students' success with Data Analytics
Language:Jupyter Notebook 5saud-learning-services / module-progress
Module Progress is a Python script and Tableau workbook for visualizing students progress in a Canvas course.
Language:Python 5UNEDLabs / moodle-report_ejsappinteractions
A Moodle report plugin for displaying information about the users interactions with the labs in EJSApp activities
Language:PHP 5- Language:R 4
confusedmatrix / la-data-vis-components
Learning analytics data visualisation components
Language:JavaScript 4csmibrahim / Accessible-Learning-Analytics
Accessible Learning Analytic
Language:Jupyter Notebook 4- Language:R 4
Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.
Language:HTML 4SocialMediaLab / TwitterDashboard
Learning Analytics dashboard for Twitter-facilitated teaching
Language:HTML 4AndreCI / Soda4LA
Open source application to sonify learning analytics data based on users preference. Designed to be used as a data exploration tool.
Language:Python 3cicerosilvajunior / siera
Automated identification of students at risk of evasion and with the need to reinforce learning using classification algorithm and knowledge modeling.
Language:Java 3HasanMhdAmin / learning-analytics
repository for learning analytics course
Language:JavaScript 3jakubkuzilek / oulad
An R package containing OULAD dataset.
Language:R 3k-h-tracywong / CanvasProgress
Learning Analytics Hackathon 2018
Language:JavaScript 3rubenandrebarreiro / fct-nova-machine-learning-labs
🧠 💡 🤖 Projects based in Machine Learning Labs. This projects was built using Jupyter Notebook, iPython, Python, Anaconda, Spyder IDE and JetBrains PyCharm. This repository it's based in some practical lab exercises and examples related with Machine Learning, using some libraries like NumPy, Matplotlib, SciPy, Pandas and TensorFlow to work on some datasets, among many others!
Language:HTML 3sbkellogg / eci-589
This introductory course is designed to prepare education researchers and practitioners to apply network analysis in order to better understand and improve student learning and the contexts in which learning occurs.
Language:HTML 3This fork of IMS Global's public release of caliper-php includes additional features needed at Univ. of Michigan. These features may be added to caliper-php in the near future. This had been archived, but has been unarchived following 1EdTech making its caliper-php private.
Language:PHP 3WING-NUS / Coursera-Crawler
A crawler for Coursera
Language:Python 3xchopin / OpenLRW-scripts
Scripts for the OpenLRW API
Language:Python 3- Language:HTML 2
inokufu-open / learning-object-quality-audit
Project LOQA aims to develop an opensource framework to evaluate the quality of any Learning Object from educational videos, podcasts, articles to books, trainings and formations.
- Language:Vue 2
Ahanca: A Caliper event data transformation tool. Information is plucked from events in one version of the Caliper format and expressed in another one.
Language:JavaScript 2
