Repositories list

• mlbd-2025

  Public
  Course Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2025.

  Jupyter Notebook

  •

  MIT License

  •18•5•0•5•Updated Mar 31, 2025Mar 31, 2025

• mindmate

  Public
  0•0•0•0•Updated Mar 3, 2025Mar 3, 2025

• educational-fairness-survey

  Public
  0•0•0•0•Updated Feb 21, 2025Feb 21, 2025

• memoire

  Public
  Supplementary Material for Memoire, a writing assistant designed to utilize the capabilities of RAG to support students in reflective writing

  0•0•0•0•Updated Jan 18, 2025Jan 18, 2025

• ml4ed_gptsurvey

  Public
  Frontend for the GPT survey

  Svelte

  •0•0•0•0•Updated Dec 9, 2024Dec 9, 2024

• runai-tutorial

  Public
  Python

  •2•3•0•0•Updated Dec 2, 2024Dec 2, 2024

• PharmaSimText

  Public
  A text-based educational environment based on a simulated pharmacy settings suitable for training intelligent agents.

  MIT License

  •0•0•0•0•Updated Nov 30, 2024Nov 30, 2024

• PharmaSimText-OS-LLMs

  Public
  This is a repository including the benchmark and agents included in an under review submission to JEDM 2025.

  Python

  •0•0•0•0•Updated Nov 10, 2024Nov 10, 2024

• universal-oele

  Public
  Python

  •0•0•0•0•Updated Oct 1, 2024Oct 1, 2024

• iLLuMinaTE

  Public
  Using LLMs for efficient communication of explainers.

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Sep 12, 2024Sep 12, 2024

• answer-forecasting

  Public
  Models to include student interaction patterns for answer forecasting tasks (MCQStudentBert). Published at EDM 2024.

  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Jun 14, 2024Jun 14, 2024

• PharmasimWebsite

  Public
  The website of Pharmasim 3D

  HTML

  •0•0•0•0•Updated Jun 11, 2024Jun 11, 2024

• Rag4Edu

  Public
  Apache License 2.0

  •0•0•0•0•Updated May 29, 2024May 29, 2024

• JCRec

  Public
  Python

  •0•0•0•0•Updated May 28, 2024May 28, 2024

• interpretcc

  Public
  InterpretCC, an inherently interpretable neural network architecture

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated May 15, 2024May 15, 2024

• behavioral-bias-investigation

  Public
  Python

  •0•0•0•0•Updated May 8, 2024May 8, 2024

• interpretable-clustering

  Public
  Explainable clustering method used to extract interpretable student profiles. Featured at AIED 2024.

  clusteringxai

  Jupyter Notebook

  •

  MIT License

  •1•1•0•0•Updated Apr 30, 2024Apr 30, 2024

• inquiry-skills

  Public
  Teaching and measuring inquiry skills in interactive simulations, published at AIED 2024.

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Apr 24, 2024Apr 24, 2024

• courserec

  Public
  Python

  •1•7•0•0•Updated Mar 21, 2024Mar 21, 2024

• gelex

  Public
  Jupyter Notebook

  •3•1•0•0•Updated Mar 19, 2024Mar 19, 2024

• jdpls-tutorial

  Public
  Student Modeling (Bayesian Knowledge Tracing) lecture for the JDPLS program.

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Mar 6, 2024Mar 6, 2024

• seq_courserec

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 20, 2024Feb 20, 2024

• PharmaSimText-LLM-RL

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Feb 17, 2024Feb 17, 2024

• srl-navigation

  Public
  MIT License

  •1•0•0•0•Updated Feb 5, 2024Feb 5, 2024

• unraveling-llm-bias

  Public
  Downstream bias analysis (WEAT, SEAT, GenBit) for real-time educational writing support using LLMs. Published at EMNLP Findings 2023.

  Jupyter Notebook

  •

  MIT License

  •1•1•0•0•Updated Feb 4, 2024Feb 4, 2024

• SkillThrills

  Public
  Prototype of the SubProject 03 for the SCESC Innosuisse Project

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

• trusting-explainers

  Public
  Validating post-hoc explainers with learning science experts (LAK 2023).

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated Nov 7, 2023Nov 7, 2023

• bias-at-a-second-glance

  Public
  Bias analysis of german language models (BERT, T5, GPT2), with a case study on educational peer review data.

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated Jul 7, 2023Jul 7, 2023

• beerslaw-lab

  Public
  Code for "Generalisable Methods for Early Prediction in Interactive Simulations for Education" published at EDM 2022.

  HTML

  •1•2•0•0•Updated Jun 27, 2023Jun 27, 2023

• mlbd-2023

  Public
  Lab Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2023.

  Jupyter Notebook

  •

  MIT License

  •20•7•0•0•Updated Jun 7, 2023Jun 7, 2023