learning-analytics

Standards-based learning record warehouse built for a scalable learning analytics environment.

My Learning Analytics project

EdOptimize is an open-source learning analytics platform for K-12 digital learning systems.

⚙️ The ultimate toolbox for your learning analytics (expect some xAPI ❤️)

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.

HUDK 4051: Course syllabus

Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.

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 protecti…

An annotated corpus of discussion forum threads from Massive Open Online Courses.

This is a work-in-progress repository for a deep learning based moderator agent for critical discourse in discussion forums.

RISE Analysis in R

Module Progress is a Python script and Tableau workbook for visualizing students progress in a Canvas course.

Research implementation on students' success with Data Analytics

Aggregation of GitHub activities and transformation in Pandas Dataframes

Scripts for the OpenLRW API

Helper functions to analyze Moodle data

An R package containing OULAD dataset.

A Moodle report plugin for displaying information about the users interactions with the labs in EJSApp activities

Learning analytics data visualisation components